Topic 8: Artificial Intelligence 1217


Title (link) Author Date Votes Error
Neurosymbolic AI David Cox 2020
- 0 +
Report
The Blocks World Redux Martha Palmer 2019
- 0 +
Report
Multitask learning in NLP and DecaNLP Richard Socher 2019
- 0 +
Report
Causality I Joris M. Mooij 2018
- 0 +
Report
Title (link) Author Date Votes Error
Spinning Up jachaim 2018
- 0 +
Report
OpenAI Baselines Szymon Sidor, Matthias Plappert 2017
- 0 +
Report
Velocity in deep-learning research Jerry Tworek 2018
- 0 +
Report
Surreal "Fan, Linxi and Zhu, Yuke and Zhu, Jiren and Liu, Zihua and Zeng, Orien and Gupta, Anchit and Creus-Costa, Joan and Savarese, Silvio and Fei-Fei, Li" 2018
- 0 +
Report
Garage "Yan Duan, Xi Chen, Rein Houthooft, John Schulman, Pieter Abbeel" 2019
- 0 +
Report
Dopamine google 2019
- 0 +
Report
Rainbow: Combining Improvements in Deep Reinforcement Learning ahundt 2017
- 0 +
Report
Reinforcement Learning Coach "Caspi, Itai and Leibovich, Gal and Novik, Gal and Endrawis, Shadi" 2017
- 0 +
Report
pytorch-a2c-ppo-acktr "Kostrikov, Ilya" 2018
- 0 +
Report
Stable Baselines "Hill, Ashley and Raffin, Antonin and Ernestus, Maximilian and Gleave, Adam and Traore, Rene and Dhariwal, Prafulla and Hesse, Christopher and Klimov, Oleg and Nichol, Alex and Plappert, Matthias and 2018
- 0 +
Report
RLlab "Yan Duan, Xi Chen, Rein Houthooft, John Schulman, Pieter Abbeel." 2016
- 0 +
Report
Deep Reinforcement Learning for Keras Matthias Plappert 2016
- 0 +
Report
SLM Lab "Wah Loon Keng, Laura Graesser" 2017
- 0 +
Report
Python MARL framework Mikayel Samvelyan and Tabish Rashid and Christian Schroeder de Witt and Gregory Farquhar and Nantas Nardelli and Tim G. J. Rudner and Chia-Man Hung and Philiph H. S. Torr and Jakob Foerster and Shimon 2019
- 0 +
Report
TRFL deepmind 2018
- 0 +
Report
Catalyst "Kolesnikov, Sergey" 2018
- 0 +
Report
"ELF: An Extensive, Lightweight and Flexible Platform for Game Research" Yuandong Tian and Qucheng Gong and Wenling Shang and Yuxin Wu and C. Lawrence Zitnick 2017
- 0 +
Report
Tensorforce: a TensorFlow library for applied reinforcement learning "Kuhnle, Alexander and Schaarschmidt, Michael and Fricke, Kai" 2017
- 0 +
Report
Lagom "Zuo, Xingdong" 2018
- 0 +
Report
Horizon facebookresearch 2019
- 0 +
Report
Title (link) Author Date Votes Error
Computer Vision: Algorithms and Applications 2nd Edition Richard Szeliski 2021
- 0 +
Report
Title (link) Author Date Votes Error
A Survey on Deep Transfer Learning Chuanqi Tan, Fuchun Sun, Tao Kong, Wenchang Zhang, Chao Yang, and Chunfang Liu 1333
- 0 +
Report
Deep Reinforcement Learning, HW#3: Q-Learning on Atari UC Berkeley 2017
- 0 +
Report
TADAM: Task dependent adaptive metric for improved few-shot learning Boris N. Oreshkin, Pau Rodriguez, Alexandre Lacoste 2018
- 0 +
Report
Neural Architecture search Thomas Elskin 2019
- 0 +
Report
Reinforcement Learning: An Introduction Richard S. Sutton, Andrew G. Barto 2018
- 0 +
Report
Artificial Intelligence and Games Georgios N. Yannakakis and Julian Togelius 2018
- 0 +
Report
Reinforcement Learning and Control as Probabilistic Inference: Tutorial and Review Sergey Levine 2017
- 0 +
Report
Reinforcement Learning: An Introduction (2nd ed) Richard S. Sutton and Andrew G. Barto 2017
- 0 +
Report
A Survey on Multi-Task Learning Yu Zhang, Qiang Yang 2018
- 0 +
Report
How to Root Out Hidden Biases in AI Cynthia Dwork 2017
- 0 +
Report
Theory of Active Learning Steve Hanneke 2014
- 0 +
Report
Algorithms for Reinforcement Learning Csaba Szepesvari 2009
- 0 +
Report
A Brief Survey of Deep Reinforcement Learning Kai Arulkumaran, Marc Peter Deisenroth, Miles Brundage, Anil Anthony Bharath 2017
- 0 +
Report
A Survey of Monte Carlo Tree Search Methods Cameron Browne, Edward Powley, Daniel Whitehouse, Simon Lucas, Peter I. Cowling, Philipp Rohlfshagen, Stephen Tavener, Diego Perez, Spyridon Samothrakis, Simon Colton 2012
- 0 +
Report
Uncertainty: A Tutorial Eric Jang 2018
- 0 +
Report
Meta-Learning Joaquin Vanschoren 1333
- 0 +
Report
Deep Reinforcement Learning Kai Arulkumaran, Marc Peter Deisenroth, Miles Brundage, and Anil Anthony Bharath 2017
- 0 +
Report
The Long Arc of History: Neural Network Approaches to Diachronic Linguistic Change Eun Seo Jo, Mark Algee-Hewitt 2018
- 0 +
Report
A Survey on Multi-Task Learning Yu Zhang and Qiang Yang 2017
- 0 +
Report
A SURVEY IN ADVANCED REINFORCEMENT LEARNING Joyce Xu 2019
- 0 +
Report
Deep Reinforcement Learning: An Overview Yuxi Li 2017
- 0 +
Report
A Year In Computer Vision Benjamin F. Duffy, Daniel R. Flynn 2017
- 0 +
Report
Reinforcement Learning: A Tutorial. Harmon, Mance E and Harmon, Stephanie S 1997
- 0 +
Report
Algorithms for Reinforcement Learning Csaba Szepesvari 2015
- 0 +
Report
Title (link) Author Date Votes Error
Multi-Agent Particle Environment Igor Mordatch, Pieter Abbeel 2017
- 0 +
Report
PuckWorld: Deep Q Learning Andrej Karpathy 2016
- 0 +
Report
DeepReinforcementLearning AppliedDataSciencePartners 2018
- 0 +
Report
Visdom Facebook 2017
- 0 +
Report
libpgm Charles Cabot 2012
- 0 +
Report
RL Lab Berkeley RL Lab 2016
- 0 +
Report
Neural Network to colorize grayscale images pavelgonchar 2016
- 0 +
Report
Pomegranate Author Unknown 2018
- 0 +
Report
Reinforcement-Learning-Notebooks Pulkit Khandelwal 2018
- 0 +
Report
Universe Author Unknown 2017
- 0 +
Report
r2c rowanz 2019
- 0 +
Report
Temporal Difference Learning Gridworld Demo Andrej Karpathy 2016
- 0 +
Report
JgibbLDA: A Java Implementation of Latent Dirichlet Allocation (LDA) Xuan-Hieu Phan and Cam-Tu Nguyen 2008
- 0 +
Report
Conceptual Captions Dataset Piyush Sharma, Nan Ding, Sebastian Goodman, Radu Soricut 2018
- 0 +
Report
Transfer Learning for NLP: Sentiment Analysis on Amazon Reviews feedly 2018
- 0 +
Report
Bayesian neural network using Pyro and PyTorch on MNIST dataset paraschopra 2018
- 0 +
Report
Bayesian Python: Bayesian inference tools for Python Jaakko Luttinen 2017
- 0 +
Report
Fairseq Facebook 2018
- 0 +
Report
Brown-UMBC Reinforcement Learning and Planning (BURLAP) James MacGlashan 2016
- 0 +
Report
DeepMind Open-Sources RL Library TRFL Synced 2018
- 0 +
Report
TRFL: TensorFlow Reinforcement Learning DeepMind Research Engineering team 2018
- 0 +
Report
GridWorld: Dynamic Programming Demo Andrej Karpathy 2016
- 0 +
Report
pycolab: a highly-customisable gridworld game engine DeepMind 2017
- 0 +
Report
BayesPy - Bayesian Python Jaakko Luttinen 2017
- 0 +
Report
Competitive Multi-Agent Environments OpenAI 2017
- 0 +
Report
Reinforce.js Andrej Karpathy 2016
- 0 +
Report
PyTorch implementation of Advantage Actor Critic (A2C), PPO, ACKTR Ilya Kostrikov 2017
- 0 +
Report
3D Face Recognition from a Single Image Aaron S. Jackson, Adrian Bulat, Vasileios Argyriou, Georgios Tzimiropoulos 2017
- 0 +
Report
ArviZ: Exploratory analysis of Bayesian models ArviZ devs 2018
- 0 +
Report
BayesPy Introduction Jaakko Luttinen 2017
- 0 +
Report
tf-agent Andrej Karpathy 2017
- 0 +
Report
Reinforcement Learning Agents in Javascript Andrej Karpathy 2015
- 0 +
Report
Explosion Matthew Honnibal, Ines Montani 2018
- 0 +
Report
TorchMoji Bjarke Felbo, Alan Mislove, Anders Søgaard, Iyad Rahwan and Sune Lehmann 2017
- 0 +
Report
Pong Game Reinforcement Learning Jules Verny 2017
- 0 +
Report
Lua/Torch implementation of DQN Volodymyr Mnih, Koray Kavukcuoglu, David Silver, Andrei A. Rusu, Joel Veness, Marc G. Bellemare, Alex Graves, Martin Riedmiller, Andreas K. Fidjeland, Georg Ostrovski, Stig Petersen, Charles Beattie, 2015
- 0 +
Report
Waterworld Demo Andrej Karpathy 2016
- 0 +
Report
A Hierarchical Approach for Generating Descriptive Image Paragraphs Jonathan Krause, Justin Johnson, Ranjay Krishna, Fei-Fei Li 2017
- 0 +
Report
BayesPy Jaakko Luttinen 2017
- 0 +
Report
Mycroft AI Open Source Artificial Intelligence Joshua Montgomery 2017
- 0 +
Report
PyTorch Geometry E. Riba, M. Fathollahi, W. Chaney, E. Rublee, G. Bradski 2019
- 0 +
Report
Neural Adaptive Machine Translation Marcello Federico 2017
- 0 +
Report
Sign-Recognition Kashyap Raval 2017
- 0 +
Report
DeepPavlov deepmipt 2018
- 0 +
Report
AVA Dataset Chunhui Gu 2017
- 0 +
Report
Chess reinforcement learning by AlphaGo Zero methods Samuel Gravan 2018
- 0 +
Report
Natural Language for Visual Reasoning clic-lab 2018
- 0 +
Report
Gym - 32 levels of original Super Mario Bros Philip Paquette 2017
- 0 +
Report
OpenAI Gym Greg Brockman, Vicki Cheung, Ludwig Pettersson, Jonas Schneider, John Schulman, Jie Tang, Wojciech Zaremba 2018
- 0 +
Report
Title (link) Author Date Votes Error
Horizon: The first open source reinforcement learning platform for large-scale products and services Jason Gauci, Edoardo Conti, Kittipat Virochsiri 2018
- 0 +
Report
Reinforcement Learning???Part 2 Prakhar Mishra 2017
- 0 +
Report
Multi-task learning Sebastian Ruder 2018
- 0 +
Report
Artificial Intelligence Demystified Guest Blog 2016
- 0 +
Report
Reinforcement Learning Demystified: Markov Decision Processes (Part 1) Mohammed Ashraf 2018
- 0 +
Report
Deep RL Bootcamp Author Unknown 2017
- 0 +
Report
Explaining the 68-95-99.7 rule for a Normal Distribution Michael Galarnyk 2018
- 0 +
Report
My Journey to Reinforcement Learning???Part 0: Introduction Jae Duk Seo 2018
- 0 +
Report
VAE = EM David McAllester 2017
- 0 +
Report
Implementing Beam Search — Part 1 Ceshine Lee 2018
- 0 +
Report
Markov Decision Processes and Reinforcement Learning Daniel Seita 2015
- 0 +
Report
Reinforcement Learning and AI Bill Vorhies 2017
- 0 +
Report
Building an image search service from scratch Emmanuel Ameisen 2018
- 0 +
Report
Faster Physics in Python Jonas Schneider, Peter Welinder, Alex Ray, Jonathan Ho & Wojciech Zaremba 2017
- 0 +
Report
A Dozen Times Artificial Intelligence Startled the World Sumeet Agrawal 2017
- 0 +
Report
An introduction to Q-Learning: reinforcement learning ADL 2018
- 0 +
Report
Introduction to Various Reinforcement Learning Algorithms. Part II (TRPO, PPO) Steeve Huang 2018
- 0 +
Report
Introduction to A* Red Blog Games 2016
- 0 +
Report
Learning and performing in the real world — part 2 Eugenio Culurciello 2018
- 0 +
Report
Deep Reinforcement Learning Lex Fridman 2018
- 0 +
Report
Deep Reinforcement Learning Demystified (Episode 0) Moustafa Alzantot 2017
- 0 +
Report
Estimating Probabilities with Bayesian Modeling in Python Will Koehrsen 2018
- 0 +
Report
AI Tool Aims to Transform Radiology Elaine Sanchez Wilson 2015
- 0 +
Report
Reinforcement Learning???Part 3 Prakhar Mishra 2017
- 0 +
Report
Optimize machine learning using Genetic Algorithm Deepak Battini 2018
- 0 +
Report
Normalizing Flows Tutorial, Part 2: Modern Normalizing Flows Eric Jang 2018
- 0 +
Report
Introduction to Learning to Trade with Reinforcement Learning Denny Britz 2018
- 0 +
Report
Deep learning revolutionizes conversational AI Yishay Carmiel 2017
- 0 +
Report
What?s hot in AI: Deep reinforcement learning Sam Charrington 2018
- 0 +
Report
High-Level Explanation of Variational Inference Jason Eisner 2011
- 0 +
Report
RL— Introduction to Deep Reinforcement Learning Jonathan Hui 2018
- 0 +
Report
Under the Hood with Reinforcement Learning - Understanding Basic RL Models William Vorhies 2017
- 0 +
Report
Must know Information Theory concepts in Deep Learning (AI) Abhishek Parbhakar 2018
- 0 +
Report
10 Mind-Blowing TED Talks on Artificial Intelligence Every Data Scientist & Business Leader Must Watch Pranav Dar 2018
- 0 +
Report
TensorFlow Speech Recognition Challenge? Solution Outline Armin Oliya 2018
- 0 +
Report
Self Learning AI-Agents Part I: Markov Decision Processes Artem Oppermann 2018
- 0 +
Report
Deep Learning approaches to understand Human Reasoning Jaley Dholakiya 2018
- 0 +
Report
DeepMind has a bigger plan for its newest Go-playing AI Dave Gershgorn 2017
- 0 +
Report
Self Learning AI-Agents Part II: Deep Q-Learning Artem Oppermann 2018
- 0 +
Report
Reinforcement Learning???Part 1 Prakhar Mishra 2017
- 0 +
Report
Training Your Own Models Andreessen Horowitz 2017
- 0 +
Report
Learning about the world through video Moritz Mueller-Freitag 2017
- 0 +
Report
Reinforcement Learning Demystified: A Gentle Introduction Mohammed Ashraf 2018
- 0 +
Report
AlphaGo, in context Andrej Karpathy 2017
- 0 +
Report
Reinforcement Learning: Introduction to Monte Carlo Learning using the OpenAI Gym Toolkit Ankit Choudhary 2018
- 0 +
Report
Artificial intelligence, revealed Yann LeCun, Joaquin Quinonero Candela 2016
- 0 +
Report
Imagination-augmented agent plays Sokoban DeepMind 2017
- 0 +
Report
Going beyond average for reinforcement learning Marc G. Bellemare, Will Dabney, R?mi Munos 2017
- 0 +
Report
Under the Hood with Reinforcement Learning ? Understanding Basic RL Models Bill Vorhies 2017
- 0 +
Report
Tag2Image and Image2Tag???Joint representations for images and text Amine Aoullay 2018
- 0 +
Report
State-of-the-Art Conversational AI with Transfer Learning Thomas Wolf and Victor Sanh and Julien Chaumond and Clement Delangue 2019
- 0 +
Report
RL in NMT: The Good, the Bad and the Ugly Julia Kreutzer 2019
- 0 +
Report
An introduction to Reinforcement Learning Thomas Simonini 2018
- 0 +
Report
Easy21 Author Unknown 2017
- 0 +
Report
Shallow Neural Network from scratch (deeplearning.ai assignment) The Rickest Ricky 2017
- 0 +
Report
Learning and performing in the real world Eugenio Culurciello 2017
- 0 +
Report
Recurrent vs Recursive Neural Networs: Which is better for NLP? crscardellino, gung 2015
- 0 +
Report
The Basics of Video Object Segmentation Eddie Smolyansky 2017
- 0 +
Report
A DARPA Perspective on Artificial Intelligence John Launchbury 2017
- 0 +
Report
Reinforcement Learning???Part 2 Prakhar Mishra 2017
- 0 +
Report
Bayesian Thinking for Toddlers Eric-Jan Wagenmakers 2020
- 0 +
Report
The Conversational Intelligence Challenge na 2017
- 0 +
Report
Understanding Genetic Algorithms in the Artificial Intelligence Spectrum Manish Kumar 2018
- 0 +
Report
Normalizing Flows Tutorial, Part 1: Distributions and Determinants Eric Jang 2018
- 0 +
Report
Reinforcement Learning Cheat Sheet Francesco Zuppichini 2018
- 0 +
Report
Deep Reinforcement Learning, HW#3: Q-Learning on Atari UC Berkeley 2017
- 0 +
Report
Introduction to Image Caption Generation using the Avenger’s Infinity War Characters Mohammad Shahebaz 2018
- 0 +
Report
New Theory Cracks Open the Black Box of Deep Learning Natalie Wolchover 2017
- 0 +
Report
Lecture 10: Reinforcement Learning & Natural Language Processing [11/27/2018] N/A 2018
- 0 +
Report
A (Long) Peek into Reinforcement Learning Lilian Weng 2018
- 0 +
Report
Catch Keras RL Eder Santana 2017
- 0 +
Report
Meta-Learning: Learning to Learn Fast Lilian Weng 2018
- 0 +
Report
Introduction to Naive Bayes Classification Devin Soni 2018
- 0 +
Report
Neural Networks for NLP Code Examples Graham Neubig, Daniel Clothiaux, Zhengzhong Liu, and Xuezhe Ma 2017
- 0 +
Report
What is Artificial Intelligence? Part 1 Rob Guinness 2018
- 0 +
Report
Reinforcement learning (RL) 101 with Python Gerard Martínez 2018
- 0 +
Report
Reinforcement Learning Part 3 - Challenges & Considerations William Vorhies 2017
- 0 +
Report
An On-device Deep Neural Network for Face Detection Computer Vision Machine Learning Team 2017
- 0 +
Report
Reinforcement Learning from scratch Emmanuel Ameisen 2018
- 0 +
Report
Deep dream: Visualizing every layer of GoogLeNet Adrian Rosebrock 2015
- 0 +
Report
New Free Open-Source Multi-Purpose Multi-System Logic Software Justin Weinberg 2018
- 0 +
Report
Visual Commonsense Reasoning Rowan Zellers, Yonatan Bisk, Ali Farhadi, Yejin Choi 2018
- 0 +
Report
Beat Atari with Deep Reinforcement Learning! (Part 2: DQN improvements) Adrien Lucas Ecoffet 2017
- 0 +
Report
Using Object Detection for Complex Image Classification Scenarios Part 2: Aaron (Ari) Bornstein 2018
- 0 +
Report
Using Artificial Intelligence to Augment Human Intelligence Shan Carter, Michael Nielsen 2017
- 0 +
Report
Facebook’s Open-Source Reinforcement Learning Platform — A Deep Dive Xavier Geerinck 2018
- 0 +
Report
Diving deeper into Reinforcement Learning with Q-Learning Thomas Simonini 2018
- 0 +
Report
Deep Reinforcement Learning David Silver 2016
- 0 +
Report
10 Applications of Artificial Neural Networks in Natural Language Processing Olga Davydova 2017
- 0 +
Report
RL — Policy Gradient Explained Jonathan Hui 2018
- 0 +
Report
Artificial intelligence Ted Playlist TED 2017
- 0 +
Report
Reinforcement Learning Part 3 ? Challenges & Considerations Bill Vorhies 2017
- 0 +
Report
Baby AI platform Maxime Chevalier-Boisvert and Dzmitry Bahdanau and Salem Lahlou and Lucas Willems and Chitwan Saharia and Thien Huu Nguyen and Yoshua Bengio 2019
- 0 +
Report
Gans Awesome Applications Minchul Shin 2017
- 0 +
Report
Spinning Up in Deep RL N/A 2018
- 0 +
Report
Explained Simply: How DeepMind taught AI to play video games Aman Agarwal 2017
- 0 +
Report
decaNLP salesforce 2018
- 0 +
Report
AI in 2018 for researchers Alex Honchar 2017
- 0 +
Report
Reinforcement learning N/A 2019
- 0 +
Report
TD Learning???Richard Sutton Presentation at Reinforcement Learning Summer School, Montreal 2017 Ranko Mosic 2017
- 0 +
Report
Reinforcement Learning Part 1: Q-Learning and Exploration Travis DeWolf 2012
- 0 +
Report
Making Your Neural Network Say “I Don’t Know” — Bayesian NNs using Pyro and PyTorch Paras Chopra 2018
- 0 +
Report
Hello, World: Building an AI that understands the world through video Twenty Billion Neurons 2017
- 0 +
Report
Googles Great AI Awakening: We didnt even know we hired the best AI scientists in Google Eric Schmidt 2017
- 0 +
Report
Reinforcement Learning???Part 1 Prakhar Mishra 2017
- 0 +
Report
End-to-end speech Anthony Ndirango 2017
- 0 +
Report
Beginners Ask ?How Many Hidden Layers/Neurons to Use in Artificial Neural Networks?? Ahmed Gad 2018
- 0 +
Report
The AI Podcast NVIDIA 2017
- 0 +
Report
Language modeling using Recurrent Neural Networks Part - 1 Tushar Pawar 2017
- 0 +
Report
OpenAI Gym Beta John Schulman, Oleg Klimov, Filip Wolski, Prafulla Dhariwal & Alec Radford. 2016
- 0 +
Report
Top 10 Pretrained Models to get you Started with Deep Learning (Part 1 – Computer Vision) Pranav Dar 2018
- 0 +
Report
Reinforcement Learning w/ Keras + OpenAI: Actor-Critic Models Yash Patel 2017
- 0 +
Report
Some Highlights of MILA Deep Learning and Reinforcement Learning Summer Schools 2017 Mostafa Dehghani 2017
- 0 +
Report
Neural network AI is simple. So... Stop pretending you are a genius. Brandon Wirtz 2018
- 0 +
Report
Refresh: Ranking Sentences for Extractive Summarization with Reinforcement Learning Shashi Narayan, Shay B. Cohen and Mirella Lapata 2018
- 0 +
Report
Naive Bayes classification from Scratch in Python pavan kalyan urandur 2018
- 0 +
Report
FigureQA: an annotated figure dataset for visual reasoning Author Unknown 2017
- 0 +
Report
Reinforcement Learning???Part 6 Prakhar Mishra 2018
- 0 +
Report
Reinforcement learning without gradients: evolving agents using Genetic Algorithms Paras Chopra 2019
- 0 +
Report
The Dawn of Artificial Intelligence Author Unknown 2015
- 0 +
Report
SARSA: On-Policy TD control Lilian Weng 2018
- 0 +
Report
Training Recurrent Networks Prakhar Mishra 2018
- 0 +
Report
Open sourcing TRFL: a library of reinforcement learning building blocks DeepMind Research Engineering team 2018
- 0 +
Report
Measuring abstract reasoning in neural networks N/A 2019
- 0 +
Report
Beat Atari with Deep Reinforcement Learning! (Part 1: DQN) Adrien Lucas Ecoffet 2017
- 0 +
Report
Finding Lane Lines on the Road David Clark 2017
- 0 +
Report
Using Object Detection for Complex Image Classification Scenarios Part 1: Aaron (Ari) Bornstein 2018
- 0 +
Report
RL in NMT: The Good, the Bad and the Ugly Julia Kreutzer 2019
- 0 +
Report
Artificial intelligence, revealed Yann LeCun, Joaquin Quiñonero Candela 2016
- 0 +
Report
TextWorld N/A 2019
- 0 +
Report
Graphs & paths: A*, getting out of a maze. David Pynes 2018
- 0 +
Report
Implementation of various Reinforcement Learning Algorithms Alok Bishoyi 2018
- 0 +
Report
No time to read AI research? We summarized top 2018 papers for you Mariya Yao 2018
- 0 +
Report
Face recognition with OpenCV, Python, and deep learning Adrian Rosebrock 2018
- 0 +
Report
How AI Detectives are Cracking Open the Black Box of Deep Learning Paul Voosen 2017
- 0 +
Report
Part 1: Key Concepts in RL N/A 2019
- 0 +
Report
Reinforcement Learning???Part 4 Prakhar Mishra 2017
- 0 +
Report
Introducing: Unity Machine Learning Agents Arthur Juliani 2017
- 0 +
Report
Deep Learning Cars Samuel Artz 2016
- 0 +
Report
Applying transfer learning in NLP and CV Lars Hulstaert 2018
- 0 +
Report
An Overview of Multi-Task Learning in Deep Neural Networks Sebastian Ruder 2017
- 0 +
Report
Getting started with Elasticsearch in Python Adnan Siddiqi 2018
- 0 +
Report
IBM Code Patterns and the Future of AI Tom Smith 2017
- 0 +
Report
Applications of Reinforcement Learning in Real World Garychl 2018
- 0 +
Report
Write an AI to win at Pong from scratch with Reinforcement Learning Dhruv Parthasarathy 2016
- 0 +
Report
Teachable Machine Google 2017
- 0 +
Report
ANN Visualizer: A python library for visualizing Artificial Neural Networks (ANN) Kirti Bakshi 2018
- 0 +
Report
AI, Deep Learning, and Machine Learning: A Primer Frank Chen 2017
- 0 +
Report
Understanding Reinforcement Learning Egor Dezhic 2018
- 0 +
Report
Why Our Crazy-Smart AI Still Sucks At Transcribing Speech Jesse Jarnow 2016
- 0 +
Report
Grokking Deep Learning Andrew W. Trask 2016
- 0 +
Report
Going Deeper Into Reinforcement Learning: Understanding Q-Learning and Linear Function Approximation Daniel Seita 2016
- 0 +
Report
Blog Post (Part III): Deep Reinforcement Learning with OpenAI Gym JD Co-Reyes 2016
- 0 +
Report
Variational Autoencoder in Tensorflow – facial expression low dimensional embedding Int8 2016
- 0 +
Report
Combining the Best of All Worlds Kwan-Yuet (Stephen) Ho 2016
- 0 +
Report
How to build a Neural Network with Keras Niklas Donges 2018
- 0 +
Report
Decision Trees???Understanding Explainable AI Grant Holtes 2018
- 0 +
Report
Reinforcement learning fundamentals narjes karmani 2019
- 0 +
Report
VIP AI 101 CHEATSHEET Vincent Boucher 2020
- 0 +
Report
Deep Reinforcement Learning Demystifed (Episode 2) - Policy Iteration, Value Iteration and Q-Learning Moustafa Alzantot 2017
- 0 +
Report
MCMC sampling for dummies Thomas Wiecki 2015
- 0 +
Report
Computer Vision Andreessen Horowitz 2017
- 0 +
Report
AI-Playbook a16z 2017
- 0 +
Report
Reinforcement Learning???Part 5 Prakhar Mishra 2018
- 0 +
Report
Expressive Speech Synthesis with Tacotron Yuxuan Wang, RJ Skerry-Ryan 2018
- 0 +
Report
Evolutionary Algorithm – The Surprising and Incredibly Useful Alternative to Neural Networks Pranav Dar 2018
- 0 +
Report
Etymo: A visual search engine for AI research Etymo 2017
- 0 +
Report
Exploring Recurrent Neural Networks Packtpub 2018
- 0 +
Report
Proximal Policy Optimization John Schulman, Oleg Klimov, Filip Wolski, Prafulla Dhariwal & Alec Radford. 2017
- 0 +
Report
Policy Gradient Algorithms Lilian Weng 2018
- 0 +
Report
Intuitive Relational Reasoning for Deep Learning Carlos E. Perez 2018
- 0 +
Report
Beat Atari with Deep Reinforcement Learning! (Part 0: Intro to RL) Adrien Lucas Ecoffet 2017
- 0 +
Report
How to Train your Self-Driving Car to Steer Norman Di Palo 2017
- 0 +
Report
Essentials of Deep Learning: Exploring Unsupervised Deep Learning Algorithms for Computer Vision Faizan Shaikh 2018
- 0 +
Report
New API for pretrained NLP models and datasets in Gensim Chaitali Saini 2017
- 0 +
Report
How do I Build an NLG System: Tools? Ehud Reiter 2017
- 0 +
Report
Awesome Reinforcement Learning Hyunsoo Kim, Jiwon Kim 2015
- 0 +
Report
An Introductory Example of Bayesian Optimization in Python with Hyperopt William Koehrsen 2018
- 0 +
Report
Reinforcement Learning (1): Q-Learning basics Irene Li 2018
- 0 +
Report
First TextWorld Problems—Microsoft Research Montreal’s latest AI competition is really cooking Wendy Tay, Adam Trischler 2018
- 0 +
Report
Introduction to Altair - A Declaritive Visualization Library in Python Shubham Jain 2017
- 0 +
Report
Explain yourself, machine. Producing simple text descriptions for AI interpretability. Luke Oakden-Rayner 2018
- 0 +
Report
MONTRAL.AI ACADEMY: ARTIFICIAL INTELLIGENCE 101 FIRST WORLD-CLASS OVERVIEW OF AI FOR ALL Vincent Bouchet 2019
- 0 +
Report
AI Knowledge Map: How To Classify AI Technologies Francesco Corea 2018
- 0 +
Report
NLP's ImageNet moment has arrived Sebastian Ruder 2018
- 0 +
Report
DeepMind and Blizzard open StarCraft II as an AI research environment Oriol Vinyals, Stephen Gaffney, Timo Ewalds 2017
- 0 +
Report
What’s New in Deep Learning Research: How Google Uses Reinforcement Learning to Ask All the Right Questions Jesus Rodriguez 2018
- 0 +
Report
Reinforcement Learning???Part 3 Prakhar Mishra 2017
- 0 +
Report
Multimodal Sebastian Ruder 2018
- 0 +
Report
Is Learning Rate Useful in Artificial Neural Networks Ahmed Gad 2017
- 0 +
Report
RL — Model-based Reinforcement Learning Jonathan Hui 2018
- 0 +
Report
Reinforcement Learning Demystified: Markov Decision Processes (Part 2) Mohammed Ashraf 2018
- 0 +
Report
Reinforcement Learning Methods and Tutorials Morvan Zhou 2017
- 0 +
Report
List of the best resources to learn the foundations of Artificial Intelligence Ray Alez 2015
- 0 +
Report
Reinforcement Learning MDPs Ray Zhang 2018
- 0 +
Report
Going Deeper Into Reinforcement Learning: Understanding Deep-Q-Networks Daniel Seita 2016
- 0 +
Report
DeepRLHacks William Falcon 2017
- 0 +
Report
Reinforcement Learning w/ Keras + OpenAI: DQNs Yash Patel 2017
- 0 +
Report
Inverse Reinforcement Learning Alexandre Gonfalonieri 2018
- 0 +
Report
Temporal-Difference Learning Rich Sutton 2017
- 0 +
Report
Episode 1 - Genetic Algorithm for Reinforcement Learning Moustafa Alzantot 2017
- 0 +
Report
Hierarchical Bayesian Neural Networks with Informative Priors Thomas Wiecki 2018
- 0 +
Report
Introductory Guide to Artificial Intelligence Egor Dezhic 2018
- 0 +
Report
Reinforcement Learning???Part 4 Prakhar Mishra 2017
- 0 +
Report
Deep Reinforcement Learning: An Overview Yuxi Li 2017
- 0 +
Report
The Biggest Challenges in Implementing AI Sunil Kappal 2017
- 0 +
Report
Genetic Algorithm Implementation in Python Ahmed Gad 2018
- 0 +
Report
Learning to Learn Chelsea Finn 2017
- 0 +
Report
Practical 4: Reinforcement Learning Deep Learning Indaba 2018
- 0 +
Report
Reinforcement learning tutorial using Python and Keras Andy 2018
- 0 +
Report
OpenAI Gym Documentation OpenAI 2017
- 0 +
Report
DeepDriving: Learning Affordance for Direct Perception in Autonomous Driving na 2015
- 0 +
Report
Gathering Human Feedback Tom Brown, Dario Amodei, Paul Christiano 2017
- 0 +
Report
Artificial Intelligence?s Next Big Step: Reinforcement Learning Mary Branscombe 2017
- 0 +
Report
Introduction to Bayesian Networks Devin Soni 2018
- 0 +
Report
Comprehensive & Practical Inferential Statistics Guide for data science NSS 2017
- 0 +
Report
Introduction to Reinforcement Learning Anubhav Singh 2018
- 0 +
Report
Reinforcement Learning and AI William Vorhies 2017
- 0 +
Report
AI Safety via Debate Geoffrey Irving, Dario Amodei 2018
- 0 +
Report
Creating an open speech recognition dataset for (almost) any language Andreas Klintberg 2017
- 0 +
Report
Multinomial Naive Bayes Classifier for Text Analysis (Python) Syed Sadat Nazrul 2018
- 0 +
Report
AlphaGo and Reinforcement Learning: How the Machine Thinks Under the Hood Tom 2017
- 0 +
Report
Title (link) Author Date Votes Error
Visual Dialog: Towards AI agents that can see, talk, and act Dhruv Batra 2017
- 0 +
Report
End-to-End Self-Driving Car Using Behavioral Cloning David Clark 2017
- 0 +
Report
Deep Reinforcement Learning: Pong from Pixels Andrej Karpathy 2016
- 0 +
Report
ADVERSARIAL MACHINE LEARNING (TUTORIAL) "YEVGENIY (EUGENE) VOROBEYCHIK, BO LI" 2018
- 0 +
Report
Stanford AI Director: How AI & Computer Vision will Drive our Future Fei-Fei Li 2017
- 0 +
Report
Deep Reinforcement Learning Bootcamp Lecture 10a: Utilities Pieter Abbeel 2017
- 0 +
Report
Zero-Shot Learning for Computer Vision Thomas Mensink, Efstratios Gavves, Zeynep Akata, Cees Snoek 2017
- 0 +
Report
State of AI Ian Hogarth, Nathan Benaich 1300
- 0 +
Report
Deep Learning and the Future of Artificial Intelligence(AI) | Facebook AI Director Yann LeCun Yann LeCun 2017
- 0 +
Report
Deep Reinforcement Learning Lecture 1: Motivation + Overview + MDPs + Exact Solution Methods Pieter Abbeel 2017
- 0 +
Report
Speech to speech paradigms Santiago Pascual 2018
- 0 +
Report
Markov Decision Process Leonardo Araujo dos Santos 2017
- 0 +
Report
ACL Tutorial: Connecting Language and Vision to Actions Part 2 Qi Wu 2018
- 0 +
Report
How to Build a State-of-the-art AI using transfer learning Thomas Wolf 2019
- 0 +
Report
"Reasoning, Attention and Memory" Sumit Chopra 2016
- 0 +
Report
Simple Reinforcement Learning with Tensorflow: Part 2 - Policy-based Agents Arthur Juliani 2016
- 0 +
Report
Graph-Based Meaning Representations: Design and Processing Alexander Koller, Stephan Oepen, Weiwei Sun 2020
- 0 +
Report
Artificial Intelligence, Revealed by Facebook Pranavathiyani G 2017
- 0 +
Report
RL with function approximation Richard Sutton 2015
- 0 +
Report
Deep Reinforcement Learning, Decision Making, and Control Sergey Levine, Chelsea Finn 2017
- 0 +
Report
Yoshua Bengio on intelligent machines Yoshua Bengio 2017
- 0 +
Report
Reinforcement Learning Guide: Solving the Multi-Armed Bandit Problem from Scratch in Python Ankit Choudhary 2018
- 0 +
Report
Learning to Learn for Robotic Control Pieter Abbeel 2017
- 0 +
Report
A brief introduction to reinforcement learning ADL 2018
- 0 +
Report
Keras plays catch, a single file Reinforcement Learning example Eder Santana 2017
- 0 +
Report
Recognizing and Learning ?Object Categories: Year 2009 Li Fei-Fei, Rob Fergus, Antonio Torralba 2009
- 0 +
Report
Bienvenue dans le monde de l?intelligence artificielle Myriam Côté 2018
- 0 +
Report
Recent advancements at the intersection of neuroscience and AI Jane Wang 2020
- 0 +
Report
Simple Reinforcement Learning with Tensorflow Part 7: Action-Selection Strategies for Exploration Arthur Juliani 2016
- 0 +
Report
Vision Y LeCun 2017
- 0 +
Report
Learning AI if You Suck at Math???Part Two???Practical Projects Daniel Jeffries 2017
- 0 +
Report
Tutorial and example code for BURLAP James MacGlashan 2016
- 0 +
Report
Temporal-Difference Learning Rich Sutton 2017
- 0 +
Report
Bayesian Generative Modeling Jason Eisner 2011
- 0 +
Report
Population Based Training of Neural Networks Max Jaderberg, Valentin Dalibard, Simon Osindero, Wojtek Czarnecki, Jeff Donahue, Ali Razavi, Oriol Vinyals, Tim Green, Iain Dunning, Karen Simonyan, Chrisantha Fernando, Koray Kavukcuoglu 2017
- 0 +
Report
Standardized Tests as benchmarks for Artificial Intelligence? Mrinmaya Sachan, Minjoon Seo, Hannaneh Hajishirzi, Eric P. Xing 2018
- 0 +
Report
An introduction to Q-Learning: Reinforcement Learning Sayak Paul 2019
- 0 +
Report
Classifying Traffic Signs David Clark 2017
- 0 +
Report
Joint Models for NLP Yue Zhang 2018
- 0 +
Report
ConvNetJS Deep Q Learning Demo Andrej Karpathy 2013
- 0 +
Report
Part II: Automated, Scalable Bayesian Inference via Data Summarization' 'http://www.tamarabroderick.com/tutorial_2018_icm Tamara Broderick 2018
- 0 +
Report
Image Domain Transfer Jan Kautz 2019
- 0 +
Report
Spectral Inference Networks (SpIN) David Pfau 2019
- 0 +
Report
VQA -> Visual Dialog Devi Parikh 2017
- 0 +
Report
Adversarial Examples Are Not Bugs, They Are Features Logan Engstrom, Andrew Ilyas, Aleksander Madry, Shibani Santurkar, Brandon Tran, Dimitris Tsipras 2019
- 0 +
Report
Nuts and bolts of building AI applications using Deep Learning Andrew Ng 2016
- 0 +
Report
Model-Based Deep Reinforcement Learning Chelsea Finn 2017
- 0 +
Report
Pyro: Deep Universal Probabilistic Programming Eli Bingham 2018
- 0 +
Report
Application : traitement d?images Margaux Luck 2017
- 0 +
Report
The Rise of Artificial Intelligence through Deep Learning Yoshua Bengio 2017
- 0 +
Report
Speaker Recognition Javier Fernando 2018
- 0 +
Report
Multiple scales of task and reward-based learning Jane Wang 2017
- 0 +
Report
Zero-Shot Learning Timothy Hospedales 2016
- 0 +
Report
Numerical Computation for Deep Learning - AI with the Best Ian Goodfellow 2017
- 0 +
Report
More Imitation Learning: Interpretation and connections Andreas Vlachos, Gerasimos Lampouras 2017
- 0 +
Report
Simple Reinforcement Learning with Tensorflow Part 1.5: Contextual Bandits Arthur Juliani 2016
- 0 +
Report
Big Text: from Names and Phrases to Entities and Relations Gerhard Weikum 2014
- 0 +
Report
Deep Reinforcement Learning through Policy Optimization Pieter Abbeel, John Schulman 2017
- 0 +
Report
Reinforcement Learning Examples Meg Aycinena And Emma Brunskill 2017
- 0 +
Report
Deep reinforcement learning Hado van Hasselt 2017
- 0 +
Report
Technology at work: The future of employment Michael A Osborne 2016
- 0 +
Report
Reinforcement Learning: A Tutorial Satinder Singh 2019
- 0 +
Report
Reinforcement Learning (DQN) tutorial Adam Paszke 2017
- 0 +
Report
End-to-End Speech Translation Jan Niehues, Elizabeth Salesky, Marco Turchi and Matteo Negri 2021
- 0 +
Report
Generalizable Autonomy in Robot Manipulation Animesh Garg 2020
- 0 +
Report
A Gentle Introduction to Applied Machine Learning as a Search Problem Jason Brownlee 2017
- 0 +
Report
DeepRL-Tutorials qfettes 2018
- 0 +
Report
Deep Reinforcement Learning Alexander Amini 2019
- 0 +
Report
Where Neuroscience Meets AI - Introduction Jane Wang, Adam Marblestone, Kevin Miller 2020
- 0 +
Report
Simple Reinforcement Learning with Tensorflow Part 6: Partial Observability and Deep Recurrent Q-Networks Arthur Juliani 2016
- 0 +
Report
Learning AI if You Suck at Math???P3???Building an AI Dream Machine or Budget Friendly Special Daniel Jeffries 2017
- 0 +
Report
Real World Interactive Learning Alekh Agarwal, John Langford 2017
- 0 +
Report
Probabilistic Graphical Models Tutorial: Part 2 Prasoon Goyal 2017
- 0 +
Report
PathNet and Beyond Chrisantha Fernando, Dylan Banarse, Vikram Tankasali 2017
- 0 +
Report
Algorithmic Systems: Ethics Considerations Osonde Osoba 2018
- 0 +
Report
An introduction to deep reinforcement learning "Vincent François-Lavet, Peter Henderson, Riashat Islam, Marc G. Bellemare and Joelle Pineau" 2018
- 0 +
Report
AlphaGo Zero: Learning from Scratch Demis Hassabis, David Silver 2017
- 0 +
Report
Detecting Lane Lines???Udacity SDCND David Clark 2017
- 0 +
Report
Joint Models for NLP Yue Zhang 2017
- 0 +
Report
Reinforcement Learning: An Introduction Richard S. Sutton and Andrew G. Barto 2005
- 0 +
Report
Tutorial: Deep Reinforcement Learning David Silver 2016
- 0 +
Report
Variational Bayes and beyond: Bayesian inference for big data Tamara Broderick 2018
- 0 +
Report
Deep Learning for Computer Vision Ava Soleimany 2019
- 0 +
Report
A Brief Introduction to Adversarial Examples Aleksander M?dry, Ludwig Schmidt 2018
- 0 +
Report
Derivative-free and Evolutionary Methods Xi Chen 2017
- 0 +
Report
Deep Reinforcement Learning with Neon Tambet Matiisen 2015
- 0 +
Report
Deep Bayesian and Sequential Learning Jen-Tzung Chien 2019
- 0 +
Report
Bayesian Generative Modeling Jason Eisner 2011
- 0 +
Report
Sparse Modeling in Image Processing and Deep Learning Michael Elad 2018
- 0 +
Report
Rohan #7: Can artificial intelligence possess human-like minds? Rohan Kapur 2016
- 0 +
Report
A Tour of Reinforcement Learning The View from Continuous Control Benjamin Recht 1336
- 0 +
Report
Model vs Optimization Meta Learning Oriol Vinyals 2017
- 0 +
Report
"Innateness, AlphaZero, and Artificial Intelligence" Gary Marcus 2017
- 0 +
Report
Unsupervised Text Summarization using Sentence Embeddings Kushal Chauhan 2018
- 0 +
Report
Simple Reinforcement Learning in Tensorflow: Part 1 - Two-armed Bandit Arthur Juliani 2016
- 0 +
Report
What Computers Should Know Gerhard Weikum 2016
- 0 +
Report
Tutorial: Deep Reinforcement Learning David Silver 2016
- 0 +
Report
Human-level control through deep reinforcement learning Bowen Xu 2017
- 0 +
Report
Why is Go hard for computers to play? DeepMind 2016
- 0 +
Report
Evolve a neural network with a genetic algorithm Matt Harvey 2017
- 0 +
Report
Face Reconstruction using EigenFaces Code (C++/Python) Satya Mallick 2018
- 0 +
Report
Reinforcement Learning in Language and Vision Abhishek Das 2018
- 0 +
Report
NLP Programming Tutorial 13 - Beam and A* Search Graham Neubig 2015
- 0 +
Report
5 Ways to Get Started with Reinforcement Learning Harshvardhan Gupta 2017
- 0 +
Report
Intro-HLT: Speech Hynek Hermansky 2020
- 0 +
Report
Variables-based models with CSP and Bayesian networks Shervine Amidi 2019
- 0 +
Report
Ask AI: Is Bob Dylan an Author or a Songwriter Synced 2019
- 0 +
Report
DQN Adventure: from Zero to State of the Art Higgsfield 2018
- 0 +
Report
The 10 Deep Learning Methods AI Practitioners Need to Apply James Le 2017
- 0 +
Report
Advanced Deep Learning & Reinforcement Learning DeepMind 2018
- 0 +
Report
Some Elements of Learning Theory Nicoló Cesa-Bianchi 2020
- 0 +
Report
AI\\\Python Computer Vision Tutorial with OpenCV Rinu Gour 2018
- 0 +
Report
Learning to Segment Piotr Dollar 2016
- 0 +
Report
Deep Reinforcement Learning Lex Fridman 2018
- 0 +
Report
Circuits and Mechanistic Neuroscience Adam Marblestone 2020
- 0 +
Report
Simple Reinforcement Learning with Tensorflow Part 5: Visualizing an Agent?s Thoughts and Actions Arthur Juliani 2016
- 0 +
Report
Learning AI if You Suck at Math???P4???Tensors Illustrated (with Cats!) Daniel Jeffries 2017
- 0 +
Report
Deep Reinforcement Learning: Playing a Racing Game Pedro Lopes 2016
- 0 +
Report
Steps Towards Continual Learning Satinder Singh 2017
- 0 +
Report
Submodularity in Speech/NLP Jeffrey A. Bilmes 2014
- 0 +
Report
Probabilistic Graphical Models Tutorial - Part 1 Prasoon Goyal 2017
- 0 +
Report
Understanding the Limits of AI: When Algorithms Fail Timnit Gebru 2018
- 0 +
Report
Reinforcement Learning from Scratch: Designing and Solving a Task All Within a Python Notebook Philip Osborne 2018
- 0 +
Report
Reinforcement Learning and DQN, learning to play from pixels Ruben Fiszel 2015
- 0 +
Report
Beyond EM: Bayesian Techniques for HLT Hal Daume III 2006
- 0 +
Report
Deep Learning for Computer Vision Ava Soleimany 2018
- 0 +
Report
Apprentissage Automatique Alain Tapp 2018
- 0 +
Report
Deep Q-Networks Volodymyr Mnih 2017
- 0 +
Report
Demystifying Deep Reinforcement Learning Tambet Matiisen 2015
- 0 +
Report
Rohan #2: Artificial intelligence, ?Progress/?Time Rohan Kapur 2016
- 0 +
Report
Domain Randomization for Cuboid Pose Estimation Jonathan Tremblay 2017
- 0 +
Report
Multi-view representation learning for speech (and language) Karen Livescu 2018
- 0 +
Report
Self Play Ilya Sutskever 2017
- 0 +
Report
Challenges for deep learning towards human-level AI Yoshua Bengio 2019
- 0 +
Report
TOP RESEARCH PAPERS IN CONVERSATIONAL AI FOR CHATBOTS AND INTELLIGENT AGENTS Mariya Yao 2019
- 0 +
Report
Learning to Communicate Pieter Abbeel, Igor Mordatch, Ryan Lowe, Jon Gauthier & Jack Clark 2017
- 0 +
Report
Meta-Learning: from Few-Shot Learning to Rapid Reinforcement Learning Chelsea Finn, Sergey Levine 2019
- 0 +
Report
Deep Reinforcement Learning Tutorial awjuliani 2017
- 0 +
Report
Simple Reinforcement Learning with Tensorflow Part 0: Q-Learning with Tables and Neural Networks Arthur Juliani 2016
- 0 +
Report
Object Detection Andrew Ng 2019
- 0 +
Report
Knowledge Graphs:from a Fistful of Triples to Deep Data and Deep Text Gerhard Weikum 2015
- 0 +
Report
Build a Game-playing Agent Ryan Shrott 2017
- 0 +
Report
Deep Reinforcement Learning John Schulmann 2016
- 0 +
Report
Reinforcement Learning ? Policy Optimization Pieter Abbeel, John Schulman 2017
- 0 +
Report
Let?s evolve a neural network with a genetic algorithm?code included Matt Harvey 2017
- 0 +
Report
Face Reconstruction using EigenFaces (C++/Python) Satya Mallick 2018
- 0 +
Report
Reinforcement Learning and Optimal Control: A Selective Overview Dimitri P. Bertsekas 2018
- 0 +
Report
Intro-HLT: Human Speech Hynek Hermansky 2020
- 0 +
Report
A Transformer Chatbot Tutorial with TensorFlow 2.0 Bryan M Li 2019
- 0 +
Report
Capsule Networks are Shaking up AI - Here's How to Use Them Nick Bourdakos 2017
- 0 +
Report
Reinforcement Learning with Python Vihar Kurama 2018
- 0 +
Report
The Paradigm Shift of Self-Supervised Learning Carlos Perez 2019
- 0 +
Report
Audio and vision Xavier Giro-i-Nieto 2018
- 0 +
Report
Deep Learning #1: Setting up AWS & Image Recognition Rutger Ruizendaal 2017
- 0 +
Report
Heuristic Search in Artificial Intelligence — Python Rinu Gour 2018
- 0 +
Report
Deep Reinforcement Learning Harini Suresh 2017
- 0 +
Report
Deep Reinforcement Learning Through Policy Optimization Pieter Abbeel 2016
- 0 +
Report
Simple Reinforcement Learning with Tensorflow Part 4: Deep Q-Networks and Beyond Arthur Juliani 2016
- 0 +
Report
Solving the Schrodinger equation with Deep Learning Steven Steinke 2017
- 0 +
Report
Learning AI if You Suck at Math???P5???Deep Learning and Convolutional Neural Nets in Plain English! Daniel Jeffries 2017
- 0 +
Report
AlphaGo Tutorial Slides Google 2017
- 0 +
Report
RL in the industry Nicolas Le Roux 2017
- 0 +
Report
An Intuitive Explanation of Policy Gradient?—?Part 1: REINFORCE Adrien Lucas Ecoffet 2018
- 0 +
Report
Deep Reinforcement Learning: Pong from Pixels Andrej Karpathy 2016
- 0 +
Report
An Overview of Multi-Task Learning in Deep Neural Networks Sebastian Ruder 2017
- 0 +
Report
Learning to Do Author Unknown 2017
- 0 +
Report
Deep Learning Computer Vision Lex Fridman 2017
- 0 +
Report
Variational Inference: Foundations and Modern Methods David Blei, Rajesh Ranganath, Shakir Mohamed 2016
- 0 +
Report
ConvnetJS demo: Image "Painting" Andrej Karpathy 2013
- 0 +
Report
Adversarial Robustness: Theory and Practice Zico Kolter, Aleksander M?dry 2018
- 0 +
Report
Introduction to Reinforcement Learning Part 2: Control (value-based and policybased), Exploration, Knowledge representation Doina Precup 2020
- 0 +
Report
Apprentissage profond Gaétan Marceau Caron 2018
- 0 +
Report
[Infographic] 10 Popular TV Shows on Data Science and Artificial Intelligence Kunal Jain 2016
- 0 +
Report
Introduction to reinforcement learning and OpenAI Gym Justin Francis 2017
- 0 +
Report
Artificial Intelligence: past, present, future Eugenio Culurciello 2017
- 0 +
Report
Deep Reinforcement Learning for Natural Language Processing William Wang, Jiwei Li, Xiaodong He 1336
- 0 +
Report
Safe Reinforcement Learning Philip S. Thomas 2017
- 0 +
Report
Deep Learning for Speech Generation and Synthesis Yao Qian, Frank K. Soong 2014
- 0 +
Report
Hierarchical Models Roger Levy 2012
- 0 +
Report
Evolving to Learn through Synaptic Plasticity Kenneth O. Stanley 2017
- 0 +
Report
Embodied Agents & Environments Abhishek Das 2018
- 0 +
Report
Advanced Lane-Detection for Self-Driving Cars David Clark 2017
- 0 +
Report
Introduction to Q-Learning Aneek Das 2017
- 0 +
Report
COLING 2018 Tutorial 4: Deep Bayesian Learning and Understanding Jen-Tzung Chien 2018
- 0 +
Report
Deep Computer Vision Alexander Amini 2021
- 0 +
Report
Adversarial Machine Learning Ian Goodfellow 2018
- 0 +
Report
Inverse Reinforcement Learning Chelsea Finn 2017
- 0 +
Report
Reinforcement Learning w/ Keras + OpenAI: Actor-Critic Models Yash Patel 2017
- 0 +
Report
Deep Learning for Computer Vision Lex Fridman 2017
- 0 +
Report
As We Train The AI, So The AI Can Train Us Marti Hearst 2017
- 0 +
Report
Intro-HLT: End-to-End Speech Processing: From Pipeline to Integrated Architecture Shinji Watanabe 2020
- 0 +
Report
Markov Decision Processes Kevin Binz 2016
- 0 +
Report
Talk to Transformer Adam King 2019
- 0 +
Report
A Beginner's Guide to Deep Reinforcement Learning N/A 2019
- 0 +
Report
Day 22: How to build an AI Game Bot using OpenAI Gym and Universe Harini Janakiraman 2017
- 0 +
Report
Commonsense Learning and Reasoning Michihiro Yasunaga 2018
- 0 +
Report
Language and Vision Xavier Giro-i-Nieto 2018
- 0 +
Report
How to Implement a Beam Search Decoder for Natural Language Processing Jason Brownlee 2018
- 0 +
Report
Deep Learning for Conversational AI Iñigo Casanueva, Ivan Vuli?, Eddy Su, Nikola Mrkši? 2018
- 0 +
Report
Simple Reinforcement Learning with Tensorflow: Part 3 - Model-Based RL Arthur Juliani 2016
- 0 +
Report
Learning AI If You Suck at Math???P6???Math Notation Made Easy! Daniel Jeffries 2017
- 0 +
Report
Reinforcement Learning: Basic concepts Joelle Pineau 2017
- 0 +
Report
Deep Learning for Speech/Language Processing Li Deng 2015
- 0 +
Report
Understanding your Data with Bayesian Networks (in Python) Bartek Wilczynski 2014
- 0 +
Report
Jeff Dean?s Lecture for YC AI Jeff Dean 2017
- 0 +
Report
Deep Reinforcement Learning David Silver 2015
- 0 +
Report
A Simple Introduction to Facial Recognition (with Python codes) Guest Blog 2018
- 0 +
Report
Deep Learning & Feature Learning Methods for Vision Rob Fergus, Kai Yu, Marc?Aurelio Ranzato, Honglak Lee, Ruslan Salakhutdinov, Graham Taylor 2012
- 0 +
Report
Introduction to Reinforcement Learning Part 1: Prediction, Value-Based, Model-free, Control (including DQN) Doina Precup 2020
- 0 +
Report
Bibliothèques & Installation party Gaétan Marceau Caron 2018
- 0 +
Report
How IBM Watson is Taking on The World Khushbu Shah 2016
- 0 +
Report
Simple Reinforcement Learning with Tensorflow Part 8: Asynchronous Actor-Critic Agents (A3C) Arthur Juliani 2016
- 0 +
Report
EECS 442 Computer Vision S. Lazebnik 2017
- 0 +
Report
How to build your own AlphaZero AI using Python and Keras David Foster 2018
- 0 +
Report
Learning AI if You Suck at Math Daniel Jeffries 2017
- 0 +
Report
An Introduction to AI Imtiaz Adam 2018
- 0 +
Report
Theory of Reinforcement Learning Csaba Szepesvari 2017
- 0 +
Report
Learning How to Learn Learning Algorithms Jürgen Schmidhuber 2017
- 0 +
Report
A Primer on Deep Reinforcement Learning Frameworks Part 1 Shresth Verma 2018
- 0 +
Report
Implementing Deep Reinforcement Learning Models with Tensorflow + OpenAI Gym Lilian Weng 2018
- 0 +
Report
Title (link) Lecturer Date Votes Error
How do Artificial Neural Networks learn? rubikscode 2018
- 0 +
Report
Lecture 11: The Good-Turing Estimate Ellis Weng, Andrew Owens 2010
- 0 +
Report
ARTIFICIAL INTELLIGENCE 2E David Poole, Alan Mackworth 2017
- 0 +
Report
Backpropagation Algorithm in Artificial Neural Networks rubikscode 2018
- 0 +
Report
Title (link) Author Date Votes Error
The Spoken Wikipedia Corpora Natural Language Systems Group 2017
- 0 +
Report
The Behance Artistic Media Dataset Michael Wilber, Chen Fang, Hailin Jin, Aaron Hertzmann, John Collomosse, Serge Belongie 2017
- 0 +
Report
THOR Challenge Roozbeh Mottaghi, Eric Kolve, Daniel Gordon 2017
- 0 +
Report
CMU Wilderness Multilingual Speech Dataset festvox 2019
- 0 +
Report
Kinetics: YouTube Video Understanding Dataset Will Kay, Joao Carreira, Karen Simonyan, Brian Zhang, Chloe Hillier, Sudheendra Vijayanarasimhan, Fabio Viola, Tim Green, Trevor Back, Paul Natsev, Mustafa Suleyman, Andrew Zisserman 2017
- 0 +
Report
Title (link) Lecturer Date Votes Error
Genetic Algorithms Chuck Dyer' 2019
- 0 +
Report
The Dance of Data and Doers: A Trajectory-Oriented Perspective on RL Ben Eysenbach 2020
- 0 +
Report
Learning+Reasoning Alexander Amini' 2019
- 0 +
Report
Advanced Topics Anca Dragan 2020
- 0 +
Report
Lecture 19: Game Theory II Zico Kolter, Ariel Procaccia 2007
- 0 +
Report
Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks Jun-Yan Zhu, Taesung Park, Phillip Isola, Alexei A. Efros 2017
- 0 +
Report
Bayes Classifiers Tom M. Mitchell 2015
- 0 +
Report
Complex decisions Stuart Russell 2005
- 0 +
Report
Introduction to AI Spring 1993 Final Solutions Stuart Russell 1993
- 0 +
Report
Image Captioning Stephen Clark 2017
- 0 +
Report
Policy & Value Iteration Katerina Fragkiadaki 2020
- 0 +
Report
Informed Search Chuck Dyer 2018
- 0 +
Report
Introduction to the Second Part Giles Reger, Martin Riener, Andre Freitas 2019
- 0 +
Report
Group L1-Regularization Mark Schmidt 2017
- 0 +
Report
Guaranteed Learning of Latent Variable Models through Spectral and Tensor Methods Part 1 Anima Anandkumar 2019
- 0 +
Report
Bayes Nets: Sampling Anca Dragan 2020
- 0 +
Report
Optimization Zico Kolter, Ariel Procaccia 2007
- 0 +
Report
Edges, features, matching, RANSAC Harpreet Sawhney 2020
- 0 +
Report
Bayes’ Nets Luke Zettlemoyer 2018
- 0 +
Report
Introduction to AI Fall 1991 Midterm Stuart Russell 1991
- 0 +
Report
Introduction to Causal Inference from a Machine Learning Perspective Brady Neal 2020
- 0 +
Report
CS221 Artificial Intelligence Exam 2016 Percy Liang, Dorsa Sadigh 2016
- 0 +
Report
Policy Search Sergey Levine 2018
- 0 +
Report
Reinforcement Learning Introduction Sergey Levine 2018
- 0 +
Report
Constraint Satisfaction Problems II Anca Dragan 2020
- 0 +
Report
Lecture 17: Logic II Moses Charikar, Dorsa Sadigh 2019
- 0 +
Report
Directed Graphical Models Alan Ritter 2017
- 0 +
Report
CSE 573 Lecture 11 Hanna Hajishirzi 2020
- 0 +
Report
Edges and Features Harpreet Sawhney 2020
- 0 +
Report
Introduction to Artificial Intelligence: Overview Stuart Russell 2005
- 0 +
Report
Math III + Image Filtering Justin Johnson 2020
- 0 +
Report
Game Playing Chuck Dyer' 2019
- 0 +
Report
Logic I Percy Liang, Dorsa Sadigh 2019
- 0 +
Report
Introduction to Reinforcement Learning and Representation Learning Katerina Fragkiadaki 2020
- 0 +
Report
Policy gradient methods Svetlana Lazebnik 2018
- 0 +
Report
Constraint Satisfaction Problems I Anca Dragan 2020
- 0 +
Report
CSE 573 Lecture 8 Hanna Hajishirzi 2020
- 0 +
Report
Convolutional Networks Justin Johnson 2019
- 0 +
Report
Bayesian Networks George Konidaris 2016
- 0 +
Report
Propositional inference, propositional agents Stuart Russell 2005
- 0 +
Report
Introduction to AI Fall 2002 Final Stuart Russell 2002
- 0 +
Report
Markov Decision Processes II Dan Klein and Pieter Abbeel 2014
- 0 +
Report
Recurrent Networks Justin Johnson 2019
- 0 +
Report
Deep Graphical Models III David McAllester 2017
- 0 +
Report
Uncertainty Stuart Russell 2005
- 0 +
Report
Introduction to AI Fall 1992 Final Stuart Russell 1992
- 0 +
Report
Constraint Satisfaction Problems Chuck Dyer 2018
- 0 +
Report
Visual Imitation Learning Katerina Fragkiadaki 2020
- 0 +
Report
Convolutional Neural Networks & Recurrent Neural Networks Lili Mou 2019
- 0 +
Report
Learning Theory Matt Gormley 2016
- 0 +
Report
Reinforcement Learning III Anca Dragan 2020
- 0 +
Report
CS234: Reinforcement Learning Emma Brunskill 2017
- 0 +
Report
Lecture 24: Social choice III Zico Kolter, Ariel Procaccia 2007
- 0 +
Report
Tensor basics and linear regression Fran ?cois Fleuret 2018
- 0 +
Report
Adaptive Deconvolutional Networks for Mid and High Level Feature Learning Matthew D. Zeiler, Graham W. Taylor, Rob Fergus 2011
- 0 +
Report
Lecture 12: Bayesian Inference, Unsupervised NLP Kevin Gimpel 2017
- 0 +
Report
Neural networks Stuart Russell 2005
- 0 +
Report
Introduction to AI Spring 1993 Midterm Solution Stuart Russell 1993
- 0 +
Report
Multiagent RL Michael Bowling 2018
- 0 +
Report
Perceptron and Kernels Matt Gormley' 2019
- 0 +
Report
Uninformed Search Chuck Dyer' 2019
- 0 +
Report
Introducing Prolog Giles Reger, Martin Riener, Andre Freitas 2019
- 0 +
Report
Real-world robot learning: safety and flexibility Sergey Levine 2018
- 0 +
Report
Intro to AI Anca Dragan 2020
- 0 +
Report
Lecture 15: Bayesian networks III Moses Charikar, Dorsa Sadigh 2019
- 0 +
Report
3D Vision, Depth and Stereo Estimation Harpreet Sawhney 2020
- 0 +
Report
Informed Search Luke Zettlemoyer 2018
- 0 +
Report
Introduction to AI Fall 1999 Midterm Solutions Stuart Russell 1999
- 0 +
Report
Computer vision - data set expansion Hugo Larochelle' 2019
- 0 +
Report
AlphaGo Percy Liang 2017
- 0 +
Report
Bayesian networks II Percy Liang, Dorsa Sadigh 2019
- 0 +
Report
Reinforcement Learning and Optimal Control Dimitri P. Bertsekas 2018
- 0 +
Report
Turing machines and linear bounded automata Shay Cohen 2017
- 0 +
Report
Advanced Policy Gradients Sergey Levine 2018
- 0 +
Report
Search with Other Agents II Anca Dragan 2020
- 0 +
Report
Lecture 6: Search II Moses Charikar, Dorsa Sadigh 2019
- 0 +
Report
Bayesian Deep Learning Andrew Gordon Wilson 2018
- 0 +
Report
CSE 573 Lecture 14 Hanna Hajishirzi 2020
- 0 +
Report
Informed search algorithms Stuart Russell 2005
- 0 +
Report
Bayesian Networks George Konidaris' 2019
- 0 +
Report
Transformations II Justin Johnson 2020
- 0 +
Report
Search I Percy Liang, Dorsa Sadigh 2019
- 0 +
Report
Face Detection and Recognition II Chuck Dyer 2018
- 0 +
Report
Policy gradients, Actor-Critic Methods Katerina Fragkiadaki 2020
- 0 +
Report
Reinforcement Learning II Pieter Abbeel, Dan Klein 2018
- 0 +
Report
Search II Moses Charikar and Dorsa Sadigh 2019
- 0 +
Report
Decision Networks / The Value of Perfect Information Anca Dragan 2020
- 0 +
Report
Midterm Exam Zico Kolter, Ariel Procaccia 2007
- 0 +
Report
Particle Filtering Anca Dragan 2020
- 0 +
Report
Homework 2: Machine Learning Zico Kolter, Ariel Procaccia 2007
- 0 +
Report
Data Preprocessing and Machine Learning with Scikit-Learn Sebastian Raschka 2019
- 0 +
Report
3D vision Justin Johnson 2019
- 0 +
Report
Bayesian networks David Sontag 2016
- 0 +
Report
Inference in Bayesian networks Stuart Russell 2005
- 0 +
Report
Introduction to AI Fall 1999 Final Stuart Russell 1999
- 0 +
Report
Probabilistic Planning George Konidaris 2016
- 0 +
Report
Imitation Learning Katerina Fragkiadaki 2020
- 0 +
Report
Experiences with MapReduce, an Abstraction for Large-Scale Computation Christopher Manning 2017
- 0 +
Report
Sentence Generation Lili Mou 2019
- 0 +
Report
Learning Techniques Xavier Bresso 2017
- 0 +
Report
Bayes Nets: Representation Anca Dragan 2020
- 0 +
Report
Lecture 7: IP Applications Zico Kolter, Ariel Procaccia 2007
- 0 +
Report
Imitation Learning Hal Daumé III 2018
- 0 +
Report
Depth Camera, 3D Reconstruction, and Applications Jeong Joon Park 2020
- 0 +
Report
Communication and Language Stuart Russell 2005
- 0 +
Report
Introduction to AI Spring 1993 Midterm2 Stuart Russell 1993
- 0 +
Report
Image Classification Justin Johnson, Serena Yeung, Fei-Fei Li 2019
- 0 +
Report
Adversarial Learning Roger Grosse 2018
- 0 +
Report
Translation to Clausal Form Giles Reger, Martin Riener, Andre Freitas 2019
- 0 +
Report
Reinforcement Learning George Konidaris 2016
- 0 +
Report
Uninformed Search Anca Dragan 2020
- 0 +
Report
Lecture 9: Games I Moses Charikar, Dorsa Sadigh 2019
- 0 +
Report
Neural Networks Richard Szeliski 2020
- 0 +
Report
Learning in Fully Observed Bayesian Networks Eric Xing 2014
- 0 +
Report
Search Luke Zettlemoyer 2018
- 0 +
Report
Introduction to AI Spring 2004 Midterm Stuart Russell 2004
- 0 +
Report
Computer vision overview Justin Johnson 2020
- 0 +
Report
Uncertainty Chuck Dyer 2018
- 0 +
Report
AlphaZero David McAllester 2017
- 0 +
Report
Deep Learning Percy Liang, Dorsa Sadigh 2019
- 0 +
Report
Reinforcement Learning and Optimal Control Chapter 5: Aggregation Dimitri P. Bertsekas 2018
- 0 +
Report
Inverse Reinforcement Learning Sergey Levine 2018
- 0 +
Report
Search II Percy Liang 2017
- 0 +
Report
CSE 573 Lecture 4 Hanna Hajishirzi 2020
- 0 +
Report
Constraint Satisfaction Problems Stuart Russell 2005
- 0 +
Report
Bayesian Decision Theory Ethem Alpaydın' 2019
- 0 +
Report
Deep Learning for Computer Vision: Introduction Justin Johnson 2019
- 0 +
Report
MDPs and Reinforcement Learning Percy Liang, Dorsa Sadigh 2019
- 0 +
Report
Computer vision - motivation Hugo Larochelle 2017
- 0 +
Report
Monte Carlo Tree Search with Prior Knowledge Katerina Fragkiadaki 2020
- 0 +
Report
In Search of AGI David McAllester' 2019
- 0 +
Report
Human-Centered AI Justin Johnson, Serena Yeung, Fei-Fei Li 2019
- 0 +
Report
Advanced Topics Anca Dragan 2020
- 0 +
Report
Lecture 18: Game Theory I Zico Kolter, Ariel Procaccia 2007
- 0 +
Report
Deep Learning for Computer Vision: Conclusion Justin Johnson 2019
- 0 +
Report
Naive Bayes Tom M. Mitchell 2015
- 0 +
Report
Complex decisions Stuart Russell 2005
- 0 +
Report
Introduction to AI Spring 2005 Final Stuart Russell 2005
- 0 +
Report
Language+Vision Mohit Bansal 2017
- 0 +
Report
Imitation Learning Katerina Fragkiadaki 2020
- 0 +
Report
Informed Search George Konidaris 2016
- 0 +
Report
Beyond (and Beneath) FOL Giles Reger, Martin Riener, Andre Freitas 2019
- 0 +
Report
Policy Gradient Roger Grosse and Jimmy Ba 2019
- 0 +
Report
Introduction to Learning David Sontag' 2019
- 0 +
Report
Bayes Nets: Sampling Anca Dragan 2020
- 0 +
Report
Machine learning Zico Kolter, Ariel Procaccia 2007
- 0 +
Report
Deep Learning Frameworks, Panoptic Segmentation, and Video Richard Szeliski 2020
- 0 +
Report
Adversarial Search Luke Zettlemoyer 2018
- 0 +
Report
Introduction to AI Fall 1991 Midterm Solutions Stuart Russell 1991
- 0 +
Report
CS221 Artificial Intelligence Exam 2015 Percy Liang, Dorsa Sadigh 2015
- 0 +
Report
Bandits and Exploration Tor Lattimore 2018
- 0 +
Report
Reinforcement Learning Maria-Florina Balcan 2015
- 0 +
Report
Constraint Satisfaction Problems I Anca Dragan 2020
- 0 +
Report
Lecture 16: Logic I Moses Charikar, Dorsa Sadigh 2019
- 0 +
Report
CSE 573 Lecture 11 Hanna Hajishirzi 2020
- 0 +
Report
Edges, features, matching, RANSAC Harpreet Sawhney 2020
- 0 +
Report
Introduction to Artificial Intelligence: Overview Stuart Russell 2005
- 0 +
Report
Math Review II Justin Johnson 2020
- 0 +
Report
Games I Moses Charikar and Dorsa Sadigh 2019
- 0 +
Report
Machine learning III Percy Liang, Dorsa Sadigh 2019
- 0 +
Report
Reinforcement Learning Ethem Alpaydın' 2019
- 0 +
Report
Deep Q-learning Svetlana Lazebnik 2018
- 0 +
Report
Search Dan Klein and Pieter Abbeel 2014
- 0 +
Report
Introduction Chuck Dyer' 2019
- 0 +
Report
Uninformed Search Anca Dragan 2020
- 0 +
Report
CSE 573 Lecture 7 Hanna Hajishirzi 2020
- 0 +
Report
MLE/MAP and Naïve Bayes Matt Gormley' 2019
- 0 +
Report
Backpropagation Justin Johnson 2019
- 0 +
Report
Bayesian Networks II George Konidaris 2016
- 0 +
Report
Propositional inference, propositional agents Stuart Russell 2005
- 0 +
Report
Introduction to AI Fall 2002 Final Solutions Stuart Russell 2002
- 0 +
Report
Exploration guided by Curiosity and External Memory Katerina Fragkiadaki 2020
- 0 +
Report
Training Neural Networks II Justin Johnson 2019
- 0 +
Report
Bayesian Networks Chuck Dyer 2018
- 0 +
Report
Inference in first-order logic Stuart Russell 2005
- 0 +
Report
Introduction to AI Fall 1991 Final Stuart Russell 1991
- 0 +
Report
CSPs Dan Klein and Pieter Abbeel 2014
- 0 +
Report
Learning from demonstra/ons and task rewards Katerina Fragkiadaki 2020
- 0 +
Report
Word Embeddings & Language Modeling Lili Mou 2019
- 0 +
Report
Learning theory David Sontag 2016
- 0 +
Report
Reinforcement Learning II Anca Dragan 2020
- 0 +
Report
Lecture 23: Social choice II Zico Kolter, Ariel Procaccia 2007
- 0 +
Report
Visualizing and Understanding Convolutional Networks Matthew D Zeiler, Rob Fergus 2013
- 0 +
Report
Graphical models and Bayes Nets Tom M. Mitchell 2015
- 0 +
Report
Statistical learning Stuart Russell 2005
- 0 +
Report
Introduction to AI Fall 1993 Midterm Stuart Russell 1993
- 0 +
Report
Networks for semantic segmentation François Fleuret 2019
- 0 +
Report
Lifelong/Meta/Transfer Learning Emma Brunskill 2018
- 0 +
Report
Linear Models Continued: Perceptron & Logistic Regression Marine Carpuat 2017
- 0 +
Report
Reasoning in Datalog Giles Reger, Martin Riener, Andre Freitas 2019
- 0 +
Report
Discriminative tagging with the structured perceptron Nathan Schneider 2019
- 0 +
Report
Intro to AI Anca Dragan 2020
- 0 +
Report
Lecture 14: Bayesian networks II Moses Charikar, Dorsa Sadigh 2019
- 0 +
Report
3D Vision, Depth and Stereo Estimation Harpreet Sawhney 2020
- 0 +
Report
Hidden Markov Models Luke Zettlemoyer 2018
- 0 +
Report
Introduction to AI Fall 1997 Midterm Stuart Russell 1997
- 0 +
Report
Computer vision Hugo Larochelle' 2019
- 0 +
Report
Games II Percy Liang 2017
- 0 +
Report
Bayesian networks I Percy Liang, Dorsa Sadigh 2019
- 0 +
Report
Turing machines Shay Cohen 2017
- 0 +
Report
Advanced Q-Learning Algorithms Sergey Levine 2018
- 0 +
Report
Search with Other Agents II Anca Dragan 2020
- 0 +
Report
Lecture 5: Search I Moses Charikar, Dorsa Sadigh 2019
- 0 +
Report
CSE 573 Lecture 14 Hanna Hajishirzi 2020
- 0 +
Report
Problem solving and search Stuart Russell 2005
- 0 +
Report
Transformations I Justin Johnson 2020
- 0 +
Report
CS221 Artificial Intelligence: Overview Percy Liang, Dorsa Sadigh 2019
- 0 +
Report
Face Detection and Recognition I Chuck Dyer 2018
- 0 +
Report
Policy gradients Katerina Fragkiadaki 2020
- 0 +
Report
Reinforcement Learning Pieter Abbeel, Dan Klein 2018
- 0 +
Report
Search I Moses Charikar and Dorsa Sadigh 2019
- 0 +
Report
Probability + Bayes Nets: Intro Anca Dragan 2020
- 0 +
Report
Midterm Exam (Solutions) Zico Kolter, Ariel Procaccia 2007
- 0 +
Report
Markov Decision Processes Dan Klein and Pieter Abbeel 2014
- 0 +
Report
Particle Filtering Anca Dragan 2020
- 0 +
Report
Homework 1: Motion Planning and Optimization Zico Kolter, Ariel Procaccia 2007
- 0 +
Report
Twitter and Twitter API Tutorial Wei Xu 2019
- 0 +
Report
Image Segmentation Justin Johnson 2019
- 0 +
Report
Introduction to Bayesian methods continued 1 David Sontag 2016
- 0 +
Report
Inference in Bayesian networks Stuart Russell 2005
- 0 +
Report
Introduction to AI Fall 1999 Final Solutions Stuart Russell 1999
- 0 +
Report
Constraint Satisfaction Problems Chuck Dyer' 2019
- 0 +
Report
Evolutionary methods for policy search Katerina Fragkiadaki 2020
- 0 +
Report
Markov Networks Lili Mou 2019
- 0 +
Report
Learning and Inference with Constrained Output Dan Roth 2017
- 0 +
Report
Bayes Nets: Representation Anca Dragan 2020
- 0 +
Report
Lecture 3: Search II Zico Kolter, Ariel Procaccia 2007
- 0 +
Report
SLAM/SfM Adam Fishman 2020
- 0 +
Report
Communication and Language Stuart Russell 2005
- 0 +
Report
Introduction to AI Spring 1993 Midterm2 Solution Stuart Russell 1993
- 0 +
Report
Introduction Justin Johnson, Serena Yeung, Fei-Fei Li 2019
- 0 +
Report
Adversarial Search Dan Klein and Pieter Abbeel 2014
- 0 +
Report
Models and Resolution Giles Reger, Martin Riener, Andre Freitas 2019
- 0 +
Report
Deep Reinforcement Learning Percy Liang 2017
- 0 +
Report
ML: Perceptrons and Logistic Regressio Anca Dragan 2020
- 0 +
Report
Lecture 18: Deep Learning Moses Charikar, Dorsa Sadigh 2019
- 0 +
Report
Machine Learning Richard Szeliski 2020
- 0 +
Report
Directed Graphical Models: Bayesian Networks Eric Xing 2014
- 0 +
Report
Reinforcement Learnin Luke Zettlemoyer 2018
- 0 +
Report
Introduction to AI Spring 2004 Midterm Solution Stuart Russell 2004
- 0 +
Report
Computer vision - local connectivity Hugo Larochelle' 2019
- 0 +
Report
Uncertainty and Utilities Dan Klein and Pieter Abbeel 2014
- 0 +
Report
Game Playing Chuck Dyer 2018
- 0 +
Report
Constraint satisfaction problems II Percy Liang, Dorsa Sadigh 2019
- 0 +
Report
Reinforcement Learning and Optimal Control Chapter 4: Infinite Horizon Reinforcement Learning Dimitri P. Bertsekas 2018
- 0 +
Report
Learning Policies by Imitating Other Policies Sergey Levine 2018
- 0 +
Report
Probability and Variational Inference Primer Sergey Levine 2018
- 0 +
Report
Markov Decision Processes II Anca Dragan 2020
- 0 +
Report
Introduction Chuck Dyer 2018
- 0 +
Report
CSE 573 Lecture 3 Hanna Hajishirzi 2020
- 0 +
Report
Bayesian networks II Percy Liang 2017
- 0 +
Report
Constraint Satisfaction Problems Stuart Russell 2005
- 0 +
Report
Deep Graphical Models III David McAllester' 2019
- 0 +
Report
Neural Networks Justin Johnson 2020
- 0 +
Report
Search: DP, UCS and A* Percy Liang, Dorsa Sadigh 2019
- 0 +
Report
Computer vision - data set expansion Hugo Larochelle 2017
- 0 +
Report
Monte Carlo Tree Search Katerina Fragkiadaki 2020
- 0 +
Report
Machine Learning: Neural Networks II and IRL Anca Dragan 2020
- 0 +
Report
Lecture 10: Learning Theory Zico Kolter, Ariel Procaccia 2007
- 0 +
Report
Markov Decision Processes Dan Klein and Pieter Abbeel' 2019
- 0 +
Report
Reinforcement Learning Justin Johnson 2019
- 0 +
Report
Graphical models and Bayes Nets Tom M. Mitchell 2015
- 0 +
Report
Rational decisions Stuart Russell 2005
- 0 +
Report
Introduction to AI Spring 2004 Final Stuart Russell 2004
- 0 +
Report
TensorFlow & Keras Katerina Fragkiadaki 2020
- 0 +
Report
Problem Solving:Search Ansaf Salleb-Aouissi' 2019
- 0 +
Report
Making it Work Giles Reger, Martin Riener, Andre Freitas 2019
- 0 +
Report
Learning theory and Decision trees David Sontag' 2019
- 0 +
Report
Bayes Nets: Independence Anca Dragan 2020
- 0 +
Report
Linear programming Zico Kolter, Ariel Procaccia 2007
- 0 +
Report
Deep Learning Frameworks, Panoptic Segmentation, and Video Richard Szeliski 2020
- 0 +
Report
Final Luke Zettlemoyer 2018
- 0 +
Report
Introduction to AI Fall 2005 Midterm Stuart Russell 2005
- 0 +
Report
Hierarchical Dirichlet Processes Eric Xing 2014
- 0 +
Report
CS221 Artificial Intelligence Midterm 2014 Percy Liang, Dorsa Sadigh 2014
- 0 +
Report
Approximate Dynamic Programming and Batch Reinforcement Learning Amir-massoud Farahmand 2018
- 0 +
Report
Reinforcement Learning Ethem Alpaydın 2014
- 0 +
Report
Constraint Satisfaction Problems I Anca Dragan 2020
- 0 +
Report
Lecture 4: Machine learning III Moses Charikar, Dorsa Sadigh 2019
- 0 +
Report
CSE 573 Lecture 10 Hanna Hajishirzi 2020
- 0 +
Report
Network Architectures Richard Szeliski 2020
- 0 +
Report
Introduction to AI Spring 1996 Midterm Stuart Russell 1996
- 0 +
Report
Math Review I Justin Johnson 2020
- 0 +
Report
Go Roger Grosse and Jimmy Ba 2019
- 0 +
Report
Machine learning II Percy Liang, Dorsa Sadigh 2019
- 0 +
Report
Deep Reinforcement Learning Alexander Amini' 2019
- 0 +
Report
Advanced Imitation Learning and Open Problems Sergey Levine 2018
- 0 +
Report
A*: Proof of Optimality George Konidaris 2016
- 0 +
Report
Introduction Dan Klein and Pieter Abbeel' 2019
- 0 +
Report
CSE 573 Lecture 6 Hanna Hajishirzi 2020
- 0 +
Report
Bayesian networks David Sontag' 2019
- 0 +
Report
Neural Networks Justin Johnson 2019
- 0 +
Report
Bayesian networks I Percy Liang 2017
- 0 +
Report
Logic and propositional logic Stuart Russell 2005
- 0 +
Report
Review Session (VariableBased Models) Percy Liang, Dorsa Sadigh 2019
- 0 +
Report
Computer vision - local connectivity Hugo Larochelle 2017
- 0 +
Report
Exploration guided by Curiosity and External Memory Katerina Fragkiadaki 2020
- 0 +
Report
AI-Ethics Sargur N. Srihari 2018
- 0 +
Report
Inference in first-order logic Stuart Russell 2005
- 0 +
Report
Introduction to AI Fall 1991 Final Solutions Stuart Russell 1991
- 0 +
Report
Does the Brain do Inverse Graphics? Geoffrey Hinton, Alex Krizhevsky, Navdeep Jaitly, Tijmen Tieleman, Yichuan Tang 2012
- 0 +
Report
CSPs I Percy Liang 2017
- 0 +
Report
Sim2Real transfer Katerina Fragkiadaki 2020
- 0 +
Report
Deep Neural Networks Lili Mou 2019
- 0 +
Report
Introduction to Learning David Sontag 2016
- 0 +
Report
Reinforcement Learning II Anca Dragan 2020
- 0 +
Report
Lecture 21: Game Theory IV Zico Kolter, Ariel Procaccia 2007
- 0 +
Report
Understanding Neural Networks Through Deep Visualization Jason Yosinski, Jeff Clune, Anh Nguyen, Thomas Fuchs, Hod Lipson 2015
- 0 +
Report
Naive Bayes Tom M. Mitchell 2015
- 0 +
Report
Statistical learning Stuart Russell 2005
- 0 +
Report
Introduction to AI Fall 1993 Midterm Solution Stuart Russell 1993
- 0 +
Report
Networks for object detection François Fleuret 2019
- 0 +
Report
Regularization and Perceptron Matt Gormley 2016
- 0 +
Report
Informed Search Pieter Abbeel, Dan Klein 2018
- 0 +
Report
Modelling in Datalog Giles Reger, Martin Riener, Andre Freitas 2019
- 0 +
Report
Boosting Approach to ML Perceptron, Margins, Kernels Maria-Florina Balcan 2015
- 0 +
Report
Hidden Markov Models Anca Dragan 2020
- 0 +
Report
Lecture 13: Bayesian networks I Moses Charikar, Dorsa Sadigh 2019
- 0 +
Report
Visual Motion Estimation Harpreet Sawhney 2020
- 0 +
Report
Uncertainty and Expec+max Tree Search Luke Zettlemoyer 2018
- 0 +
Report
Introduction to AI Fall 1997 Midterm Solutions Stuart Russell 1997
- 0 +
Report
Face Detection and Recognition II Chuck Dyer' 2019
- 0 +
Report
CS221 Artificial Intelligence Exam 2019 Percy Liang, Dorsa Sadigh 2019
- 0 +
Report
In Search of AGI David McAllester 2017
- 0 +
Report
Value Functions and Q-Learning Sergey Levine 2018
- 0 +
Report
Search with Other Agents I Anca Dragan 2020
- 0 +
Report
Lecture 1: Overview Moses Charikar, Dorsa Sadigh 2019
- 0 +
Report
Loopy Graphical Models Greg Durrett 2017
- 0 +
Report
CSE 573 Lecture 13 Hanna Hajishirzi 2020
- 0 +
Report
Problem solving and search Stuart Russell 2005
- 0 +
Report
Image Descriptors Justin Johnson 2020
- 0 +
Report
Markov decision processes II Percy Liang, Dorsa Sadigh 2019
- 0 +
Report
Genetic Algorithms Chuck Dyer 2018
- 0 +
Report
Function Approximation for Prediction and Control Katerina Fragkiadaki 2020
- 0 +
Report
Deep Reinforcement Learning Kian Katanforoosh 2018
- 0 +
Report
Reinforcement Learning I Anca Dragan 2020
- 0 +
Report
CSE 573 Lecture 9 Hanna Hajishirzi 2020
- 0 +
Report
MDPs I Percy Liang 2017
- 0 +
Report
Training Neural Networks I Justin Johnson 2019
- 0 +
Report
Bayes Nets: Sampling Dan Klein and Pieter Abbeel 2014
- 0 +
Report
Machine Learning: Optimization and Neural Networks Anca Dragan 2020
- 0 +
Report
Homework 0: A* Search Zico Kolter, Ariel Procaccia 2007
- 0 +
Report
Markov Decision Processes II Pieter Abbeel, Dan Klein 2018
- 0 +
Report
Object Detection Justin Johnson 2019
- 0 +
Report
Introduction to Bayesian methods David Sontag 2016
- 0 +
Report
Bayesian networks Stuart Russell 2005
- 0 +
Report
Introduction to AI Fall 1997 Final Stuart Russell 1997
- 0 +
Report
Exploration-exploitation in experiment design, Bayesian optimization Katerina Fragkiadaki 2020
- 0 +
Report
em.hmm Lili Mou 2019
- 0 +
Report
Learning and Inference over Constrained Output Dan Roth 2017
- 0 +
Report
Probability + Bayes Nets: Intro Anca Dragan 2020
- 0 +
Report
Lecture 27: ai and education III Zico Kolter, Ariel Procaccia 2007
- 0 +
Report
Computational Photography with Notes Aleksander Holynski 2020
- 0 +
Report
Lecture 10: Introduction to Bayesian NLP Kevin Gimpel 2017
- 0 +
Report
Reinforcement learning Stuart Russell 2005
- 0 +
Report
Introduction to AI Fall 1993 Midterm2 Stuart Russell 1993
- 0 +
Report
Logical Forms Sameer Singh 2017
- 0 +
Report
Adversarial Search George Konidaris 2016
- 0 +
Report
Revising First-Order Logic Giles Reger, Martin Riener, Andre Freitas 2019
- 0 +
Report
ML: Perceptrons and Logistic Regressio Anca Dragan 2020
- 0 +
Report
Lecture 12: CSPs II Moses Charikar, Dorsa Sadigh 2019
- 0 +
Report
Machine Learning Richard Szeliski 2020
- 0 +
Report
Machine Learning: Naïve Bayes and Perceptron Luke Zettlemoyer 2018
- 0 +
Report
Introduction to AI Spring 2002 Midterm Stuart Russell 2002
- 0 +
Report
Computer vision - object recognition Hugo Larochelle' 2019
- 0 +
Report
Uncertainty George Konidaris 2016
- 0 +
Report
Computing Game-Theoretic Solutions for Security George Konidaris 2016
- 0 +
Report
Constraint satisfaction problems I Percy Liang, Dorsa Sadigh 2019
- 0 +
Report
Reinforcement Learning and Optimal Control Chapter 3: Parametric Approximation Dimitri P. Bertsekas 2018
- 0 +
Report
Advanced Model Learning and Images Sergey Levine 2018
- 0 +
Report
Markov Decision Processes II Anca Dragan 2020
- 0 +
Report
Introduction Dan Klein and Pieter Abbeel 2014
- 0 +
Report
CSE 573 Lecture 3 Hanna Hajishirzi 2020
- 0 +
Report
Local search algorithms Stuart Russell 2005
- 0 +
Report
Bayesian Networks Chuck Dyer' 2019
- 0 +
Report
Optimization Justin Johnson 2020
- 0 +
Report
Learning Percy Liang, Dorsa Sadigh 2019
- 0 +
Report
Computer vision Hugo Larochelle 2017
- 0 +
Report
Multigoal RL, Goal Relabeling Katerina Fragkiadaki 2020
- 0 +
Report
Inverse RL Chelsea Finn 2017
- 0 +
Report
Learning+Reasoning Alexander Amini 2018
- 0 +
Report
Machine Learning: Neural Networks II and IRL Anca Dragan 2020
- 0 +
Report
Lecture 1: Introduction Zico Kolter, Ariel Procaccia 2007
- 0 +
Report
MDPs II Moses Charikar and Dorsa Sadigh 2019
- 0 +
Report
Generative Models II Justin Johnson 2019
- 0 +
Report
Graphical models and Bayes Nets Tom M. Mitchell 2015
- 0 +
Report
Rational decisions Stuart Russell 2005
- 0 +
Report
Introduction to AI Spring 2004 Final Solutions Stuart Russell 2004
- 0 +
Report
OpenAI Gym, Tensorflow Katerina Fragkiadaki 2020
- 0 +
Report
Problem Solving:Search Ansaf Salleb-Aouissi' 2019
- 0 +
Report
Saturation-Based Proof Search Giles Reger, Martin Riener, Andre Freitas 2019
- 0 +
Report
Bayes Nets: Independence Anca Dragan 2020
- 0 +
Report
Integer programming Zico Kolter, Ariel Procaccia 2007
- 0 +
Report
Object Detection and Semantic Segmentation Richard Szeliski 2020
- 0 +
Report
Midterm Luke Zettlemoyer 2018
- 0 +
Report
Introduction to AI Fall 2005 Midterm Solutions Stuart Russell 2005
- 0 +
Report
Dirichlet Processes Eric Xing 2014
- 0 +
Report
Adversarial Search Pieter Abbeel, Dan Klein 2018
- 0 +
Report
CS221 Artificial Intelligence Midterm 2013 Percy Liang, Dorsa Sadigh 2013
- 0 +
Report
Deep Reinforcement Learning and the Atari 2600 Marc G. Bellemare 2018
- 0 +
Report
Regularization David McAllester 2017
- 0 +
Report
A* Search and Heuristics Anca Dragan 2020
- 0 +
Report
Lecture 3: Machine learning II Moses Charikar, Dorsa Sadigh 2019
- 0 +
Report
Convolutional Neural Networks Richard Szeliski 2020
- 0 +
Report
Bayes’ Nets: Sampling Pieter Abbeel, Dan Klein 2018
- 0 +
Report
CSE 573 Lecture 10 Hanna Hajishirzi 2020
- 0 +
Report
Network Architectures Richard Szeliski 2020
- 0 +
Report
Introduction to AI Spring 1996 Midterm Solution Stuart Russell 1996
- 0 +
Report
Light and Shading Justin Johnson 2020
- 0 +
Report
Uncertainty Chuck Dyer' 2019
- 0 +
Report
Machine learning I Percy Liang, Dorsa Sadigh 2019
- 0 +
Report
Regularization David McAllester' 2019
- 0 +
Report
Parallelism and RL System Design Sergey Levine 2018
- 0 +
Report
Search George Konidaris 2016
- 0 +
Report
Introduction to Artificial Intelligence George Konidaris' 2019
- 0 +
Report
CSE 573 Lecture 6 Hanna Hajishirzi 2020
- 0 +
Report
Logical agents Stuart Russell 2005
- 0 +
Report
Introduction to Bayesian methods continued 1 David Sontag' 2019
- 0 +
Report
Optimization Justin Johnson 2019
- 0 +
Report
Bayesian networks III Percy Liang 2017
- 0 +
Report
Logic and propositional logic Stuart Russell 2005
- 0 +
Report
Bayesian Networks Percy Liang, Dorsa Sadigh 2019
- 0 +
Report
Computer vision - object recognition Hugo Larochelle 2017
- 0 +
Report
Model Learning and Model-based RL in sensory space Katerina Fragkiadaki 2020
- 0 +
Report
Introduction to AI Fall 2005 Final Stuart Russell 2005
- 0 +
Report
Constraint Satisfaction Problems (CSPs) Percy Liang 2017
- 0 +
Report
Learning and Planning: Temporal abstraction in model based control Katerina Fragkiadaki 2020
- 0 +
Report
NLP Tasks and Linear Classification Lili Mou 2019
- 0 +
Report
Learning theory and Decision trees David Sontag 2016
- 0 +
Report
Reinforcement Learning I Anca Dragan 2020
- 0 +
Report
Lecture 20: Game Theory III Zico Kolter, Ariel Procaccia 2007
- 0 +
Report
Deep Inside Convolutional Networks: Visualising Image Classification Models and Saliency Maps Karen Simonyan, Andrea Vedaldi, Andrew Zisserman 2013
- 0 +
Report
Graphical models and Bayes Nets Tom M. Mitchell 2015
- 0 +
Report
Learning from Observations Stuart Russell 2005
- 0 +
Report
Introduction to AI Spring 1996 Final Stuart Russell 1996
- 0 +
Report
Networks for image classification François Fleuret 2019
- 0 +
Report
Symbolic Artificial Intelligence: Introduction Giles Reger, Martin Riener, Andre Freitas 2019
- 0 +
Report
Guaranteed Learning of Latent Variable Models through Spectral and Tensor Methods Part 3 Anima Anandkumar 2019
- 0 +
Report
Decision Networks / The Value of Perfect Information Anca Dragan 2020
- 0 +
Report
Probabilistic modeling Zico Kolter, Ariel Procaccia 2007
- 0 +
Report
Visual Motion Estimation Harpreet Sawhney 2020
- 0 +
Report
Constraint Sa+sfac+on Problems Luke Zettlemoyer 2018
- 0 +
Report
Introduction to AI Fall 1992 Midterm Stuart Russell 1992
- 0 +
Report
CS221 Artificial Intelligence Exam 2018 Percy Liang, Dorsa Sadigh 2018
- 0 +
Report
Off-Policy Learning Martha White 2018
- 0 +
Report
Actor-Critic Introduction Sergey Levine 2018
- 0 +
Report
Search with Other Agents I Anca Dragan 2020
- 0 +
Report
Lecture 8: MDPs II Moses Charikar, Dorsa Sadigh 2019
- 0 +
Report
Empirical Bayes Mark Schmidt 2017
- 0 +
Report
CSE 573 Lecture 12 Hanna Hajishirzi 2020
- 0 +
Report
Intelligent Agents Stuart Russell 2005
- 0 +
Report
Edge and Corner Detection Justin Johnson 2020
- 0 +
Report
Markov decision processes I Percy Liang, Dorsa Sadigh 2019
- 0 +
Report
Temporal Difference Learning Katerina Fragkiadaki 2020
- 0 +
Report
Reinforcement Learning for NLP Richard Socher 2018
- 0 +
Report
Facebook AI Director: The Next Frontier in AI, Unsupervised Learning Yann LeCun 2017
- 0 +
Report
Search Graham Neubig 2015
- 0 +
Report
Markov Decision Processes I Anca Dragan 2020
- 0 +
Report
CSE 573 Lecture 9 Hanna Hajishirzi 2020
- 0 +
Report
Learning Sklearn Percy Liang 2017
- 0 +
Report
Hardware and Software Justin Johnson 2019
- 0 +
Report
Bayes Nets: Independence Dan Klein and Pieter Abbeel 2014
- 0 +
Report
First-order logic Stuart Russell 2005
- 0 +
Report
Practice Midterm Exam Zico Kolter, Ariel Procaccia 2007
- 0 +
Report
Language+Robotics Mohit Bansal 2017
- 0 +
Report
Markov Decision Processes Pieter Abbeel, Dan Klein 2018
- 0 +
Report
Visualizing and Understanding Justin Johnson 2019
- 0 +
Report
Introduction to Bayesian methods continued 2 David Sontag 2016
- 0 +
Report
Bayesian networks Stuart Russell 2005
- 0 +
Report
Introduction to AI Fall 1997 Final Solutions Stuart Russell 1997
- 0 +
Report
Constraint Satisfaction Problems II Pieter Abbeel, Dan Klein 2018
- 0 +
Report
Exploration-exploitation in experiment design Katerina Fragkiadaki 2020
- 0 +
Report
Hidden Markov Model Lili Mou 2019
- 0 +
Report
Probability + Bayes Nets: Intro Anca Dragan 2020
- 0 +
Report
Lecture 26: ai and education II Zico Kolter, Ariel Procaccia 2007
- 0 +
Report
Computational Photography Aleksander Holynski 2020
- 0 +
Report
Lecture 13: Introduction to Bayesian Nonparametrics for NLP Kevin Gimpel 2017
- 0 +
Report
Reinforcement learning Stuart Russell 2005
- 0 +
Report
Introduction to AI Fall 1993 Midterm2 Solution Stuart Russell 1993
- 0 +
Report
Logical Forms Sameer Singh 2017
- 0 +
Report
Even More Prolog Giles Reger, Martin Riener, Andre Freitas 2019
- 0 +
Report
ML: Naive Bayes Anca Dragan 2020
- 0 +
Report
Lecture 11: CSPs I Moses Charikar, Dorsa Sadigh 2019
- 0 +
Report
Interpolation & Optimization Richard Szeliski 2020
- 0 +
Report
Markov Decision Processes Luke Zettlemoyer 2018
- 0 +
Report
Introduction to AI Spring 2002 Midterm Solution Stuart Russell 2002
- 0 +
Report
Computer vision - parameter sharing Hugo Larochelle' 2019
- 0 +
Report
GameTheory George Konidaris 2016
- 0 +
Report
CS221 Artificial Intelligence: Conclusion Percy Liang, Dorsa Sadigh 2019
- 0 +
Report
Reinforcement Learning and Optimal Control Chapter 2: Approximation in Value Space Dimitri P. Bertsekas 2018
- 0 +
Report
Model-Based Reinforcement Learning Sergey Levine 2018
- 0 +
Report
Markov Decision Processes I Anca Dragan 2020
- 0 +
Report
Introduction to Artificial Intelligence George Konidaris 2016
- 0 +
Report
CSE 573 Lecture 2 Hanna Hajishirzi 2020
- 0 +
Report
Local search algorithms Stuart Russell 2005
- 0 +
Report
Bayes Nets: Sampling Dan Klein and Pieter Abbeel' 2019
- 0 +
Report
Linear Models Justin Johnson 2020
- 0 +
Report
CS221 Artificial Intelligence: Foundations Percy Liang, Dorsa Sadigh 2019
- 0 +
Report
Computer vision - example Hugo Larochelle 2017
- 0 +
Report
Natural Policy Gradients Katerina Fragkiadaki 2020
- 0 +
Report
Utilities Pieter Abbeel 2017
- 0 +
Report
Search Dan Klein and Pieter Abbeel' 2019
- 0 +
Report
Machine Learning: Naive Bayes Anca Dragan 2020
- 0 +
Report
Machine Learning: Optimization and Neural Networks Anca Dragan 2020
- 0 +
Report
Homework 4: Game Theory and Social Choice Zico Kolter, Ariel Procaccia 2007
- 0 +
Report
MDPs I Moses Charikar and Dorsa Sadigh 2019
- 0 +
Report
Generative Models I Justin Johnson 2019
- 0 +
Report
Bayesian Network Tom M. Mitchell 2015
- 0 +
Report
Temporal probability models Stuart Russell 2005
- 0 +
Report
Introduction to AI Spring 2002 Final Stuart Russell 2002
- 0 +
Report
Introduction to Deep Learning, Convolutional Neural Networks, Recurrent Neural Networks Katerina Fragkiadaki 2020
- 0 +
Report
CS11-747 Neural Networks for NLP Advanced Search Algorithms Graham Neubig 2017
- 0 +
Report
Trinity of AI Anima Anandkumar 2018
- 0 +
Report
Bayes Nets: Inference Anca Dragan 2020
- 0 +
Report
Deep learning Zico Kolter, Ariel Procaccia 2007
- 0 +
Report
Object Detection and Semantic Segmentation Richard Szeliski 2020
- 0 +
Report
Robotics Stuart Russell 2005
- 0 +
Report
Introduction to AI Fall 2002 Midterm Stuart Russell 2002
- 0 +
Report
Symbolic Artificial Intelligence Mock Exam Questions Giles Reger, Martin Riener, Andre Freitas 2019
- 0 +
Report
Reinforcement Learning II Dan Klein and Pieter Abbeel 2014
- 0 +
Report
A* Search and Heuristics Anca Dragan 2020
- 0 +
Report
Lecture 2: Machine learning I Moses Charikar, Dorsa Sadigh 2019
- 0 +
Report
Convolutional Neural Networks Richard Szeliski 2020
- 0 +
Report
Bayes’ Nets: Independence Pieter Abbeel, Dan Klein 2018
- 0 +
Report
CSE 573 Lecture 1 Hanna Hajishirzi 2020
- 0 +
Report
Introduction to AI Spring 2005 Midterm Stuart Russell 2005
- 0 +
Report
Cameras II Justin Johnson 2020
- 0 +
Report
Uncertainty and Utilities Dan Klein and Pieter Abbeel' 2019
- 0 +
Report
Games II Percy Liang, Dorsa Sadigh 2019
- 0 +
Report
Deep Reinforcement Learning Moses Charikar and Dorsa Sadigh 2019
- 0 +
Report
Exploration: Part 2 Sergey Levine 2018
- 0 +
Report
Search I Percy Liang 2017
- 0 +
Report
CSE 573 Lecture 5 Hanna Hajishirzi 2020
- 0 +
Report
Game playing Stuart Russell 2005
- 0 +
Report
Introduction to Bayesian methods David Sontag' 2019
- 0 +
Report
Linear Classifiers Justin Johnson 2019
- 0 +
Report
Constraint satisfaction problems Percy Liang, Dorsa Sadigh 2019
- 0 +
Report
Computer vision - parameter sharing Hugo Larochelle 2017
- 0 +
Report
Model Learning and Model-based RL in high dimensional sensory space Katerina Fragkiadaki 2020
- 0 +
Report
CSPs II Percy Liang 2017
- 0 +
Report
Search on the Replay Buffer: Bridging Planning & RL Ben Eysenbach 2020
- 0 +
Report
Reinforcement Learning I Anca Dragan 2020
- 0 +
Report
Lecture 2: Search I Zico Kolter, Ariel Procaccia 2007
- 0 +
Report
Learning Important Features Through Propagating Activation Differences Avanti Shrikumar, Peyton Greenside, Anshul Kundaje 2017
- 0 +
Report
Graphical models and Bayes Nets Tom M. Mitchell 2015
- 0 +
Report
Learning from Observations Stuart Russell 2005
- 0 +
Report
Introduction to AI Spring 1993 Final Stuart Russell 1993
- 0 +
Report
Computer vision tasks François Fleuret 2019
- 0 +
Report
CS11-747 Neural Networks for NLP Reinforcement Learning for NLP' Graham Neubig' 2017
- 0 +
Report
Uninformed Search Chuck Dyer 2018
- 0 +
Report
Knowledge Representation Giles Reger, Martin Riener, Andre Freitas 2019
- 0 +
Report
Guaranteed Learning of Latent Variable Models through Spectral and Tensor Methods Part 2 Anima Anandkumar 2019
- 0 +
Report
Decision Networks / The Value of Perfect Information Anca Dragan 2020
- 0 +
Report
Probabilistic inference Zico Kolter, Ariel Procaccia 2007
- 0 +
Report
Edges, features, matching, RANSAC Harpreet Sawhney 2020
- 0 +
Report
Bayes’ Nets: Inference Luke Zettlemoyer 2018
- 0 +
Report
Introduction to AI Fall 1992 Midterm Solutions Stuart Russell 1992
- 0 +
Report
CS221 Artificial Intelligence Exam 2017 Percy Liang, Dorsa Sadigh 2017
- 0 +
Report
Introduction to Reinforcement Learning with Function Approximation Rich Sutton 2018
- 0 +
Report
Policy Gradients Introduction Sergey Levine 2018
- 0 +
Report
Constraint Satisfaction Problems II Anca Dragan 2020
- 0 +
Report
Lecture 7: MDPs I Moses Charikar, Dorsa Sadigh 2019
- 0 +
Report
Bayesian Neural Networks Sargur N. Srihari 2018
- 0 +
Report
CSE 573 Lecture 12 Hanna Hajishirzi 2020
- 0 +
Report
Edges and Features Harpreet Sawhney 2020
- 0 +
Report
Intelligent Agents Stuart Russell 2005
- 0 +
Report
Image Filtering II Justin Johnson 2020
- 0 +
Report
AlphaZero David McAllester' 2019
- 0 +
Report
Logic II Percy Liang, Dorsa Sadigh 2019
- 0 +
Report
Monte Carlo Learning Katerina Fragkiadaki 2020
- 0 +
Report
Deep RL applications Svetlana Lazebnik 2018
- 0 +
Report
Deep Learning and the Future of AI Yann LeCun 2016
- 0 +
Report
Search Pieter Abbeel, Dan Klein 2018
- 0 +
Report
Search with Other Agents I Anca Dragan 2020
- 0 +
Report
CSE 573 Lecture 8 Hanna Hajishirzi 2020
- 0 +
Report
CNN Architectures Justin Johnson 2019
- 0 +
Report
Bayes Nets: Inference Dan Klein and Pieter Abbeel 2014
- 0 +
Report
First-order logic Stuart Russell 2005
- 0 +
Report
Introduction to AI Fall 2005 Final Solutions Stuart Russell 2005
- 0 +
Report
Practice Midterm Exam (Solutions) Zico Kolter, Ariel Procaccia 2007
- 0 +
Report
Robot Motion Planning George Konidaris 2016
- 0 +
Report
Attention Justin Johnson 2019
- 0 +
Report
Bayesian Decision Theory Ethem Alpaydın 2014
- 0 +
Report
Uncertainty Stuart Russell 2005
- 0 +
Report
Introduction to AI Fall 1993 Final Stuart Russell 1993
- 0 +
Report
Constraint Satisfaction Problems Pieter Abbeel, Dan Klein 2018
- 0 +
Report
Exploration-exploitation in multi-armed bandits Katerina Fragkiadaki 2020
- 0 +
Report
Seq2Seq Models & Attention Mechanism Lili Mou 2019
- 0 +
Report
Reinforcement Learning III Anca Dragan 2020
- 0 +
Report
Lecture 25: ai and education I Zico Kolter, Ariel Procaccia 2007
- 0 +
Report
Learning Deep Features for Discriminative Localization Bolei Zhou, Aditya Khosla, Agata Lapedriza, Aude Oliva, Antonio Torralba 2016
- 0 +
Report
Lecture 14: Finish up Bayesian/Unsupervised NLP, Start Structured Prediction Kevin Gimpel 2017
- 0 +
Report
Neural networks Stuart Russell 2005
- 0 +
Report
Introduction to AI Spring 1993 Midterm Stuart Russell 1993
- 0 +
Report
Regular Languages Lecture #2 Andrew McCallum 2007
- 0 +
Report
More Prolog Giles Reger, Martin Riener, Andre Freitas 2019
- 0 +
Report
ML: Naive Bayes Anca Dragan 2020
- 0 +
Report
Lecture 19: Conclusion Moses Charikar, Dorsa Sadigh 2019
- 0 +
Report
Interpolation & Optimization Richard Szeliski 2020
- 0 +
Report
Introduc1on Luke Zettlemoyer 2018
- 0 +
Report
Introduction to AI Fall 1999 Midterm Stuart Russell 1999
- 0 +
Report
Computer vision - convolutional RBM Hugo Larochelle' 2019
- 0 +
Report
Games I Percy Liang 2017
- 0 +
Report
Bayesian networks III Percy Liang, Dorsa Sadigh 2019
- 0 +
Report
Reinforcement Learning and Optimal Control Chapter 1: Exact Dynamic Programming Dimitri P. Bertsekas 2018
- 0 +
Report
Optimal Control and Planning Sergey Levine 2018
- 0 +
Report
Markov Decision Processes I Anca Dragan 2020
- 0 +
Report
CSE 573 Lecture 15 Hanna Hajishirzi 2020
- 0 +
Report
Informed search algorithms Stuart Russell 2005
- 0 +
Report
Bayes Nets: Independence Dan Klein and Pieter Abbeel' 2019
- 0 +
Report
Intro to Machine Learning Justin Johnson 2020
- 0 +
Report
Search II Percy Liang, Dorsa Sadigh 2019
- 0 +
Report
Computer vision - pooling and subsampling Hugo Larochelle 2017
- 0 +
Report
Deep deterministic policy gradient, Pathwise derivatives Katerina Fragkiadaki 2020
- 0 +
Report
Search III Moses Charikar and Dorsa Sadigh 2019
- 0 +
Report
Hidden Markov Models Anca Dragan 2020
- 0 +
Report
Machine Learning: Optimization and Neural Networks Anca Dragan 2020
- 0 +
Report
Homework 3: Probabilistic Modeling and Game Theory Zico Kolter, Ariel Procaccia 2007
- 0 +
Report
Temporal Abstraction Doina Precup 2018
- 0 +
Report
Videos Justin Johnson 2019
- 0 +
Report
Bayesian Networks Matt Gormley 2016
- 0 +
Report
Temporal probability models Stuart Russell 2005
- 0 +
Report
Introduction to AI Spring 2002 Final Solutions Stuart Russell 2002
- 0 +
Report
Probabilistic Planning George Konidaris' 2019
- 0 +
Report
Markov Decision Processes, Value Iteration, Policy Iteration Katerina Fragkiadaki 2020
- 0 +
Report
Learning to Search Kai-Wei Chang 2017
- 0 +
Report
Advances in Trinity of AI: Data, Algorithms & Compute Anima Anandkumar 2018
- 0 +
Report
Unsupervised Learning Xavier Bresso 2017
- 0 +
Report
Bayes Nets: Inference Anca Dragan 2020
- 0 +
Report
Convolutional and recurrent networks Zico Kolter, Ariel Procaccia 2007
- 0 +
Report
Depth Camera, 3D Reconstruction, and Applications Jeong Joon Park 2020
- 0 +
Report
Robotics Stuart Russell 2005
- 0 +
Report
Introduction to AI Fall 2002 Midterm Solutions Stuart Russell 2002
- 0 +
Report
Image Classification Roger Grosse and Jimmy Ba 2019
- 0 +
Report
CS11-747 Neural Networks for NLP Adversarial Methods Zihang Dai & Qizhe Xie Graham Neubig 2017
- 0 +
Report
Symbolic Artificial Intelligence Mock Exam Solutions Giles Reger, Martin Riener, Andre Freitas 2019
- 0 +
Report
Reinforcement Learning I Dan Klein and Pieter Abbeel 2014
- 0 +
Report
Uninformed Search Anca Dragan 2020
- 0 +
Report
Lecture 10: Games II Moses Charikar, Dorsa Sadigh 2019
- 0 +
Report
Neural Networks Richard Szeliski 2020
- 0 +
Report
Bayes’ Nets Pieter Abbeel, Dan Klein 2018
- 0 +
Report
Probability Luke Zettlemoyer 2018
- 0 +
Report
Introduction to AI Spring 2005 Midterm Solution Stuart Russell 2005
- 0 +
Report
Cameras I Justin Johnson 2020
- 0 +
Report
Uncertainty and Utilities Pieter Abbeel, Dan Klein 2018
- 0 +
Report
Games I Percy Liang, Dorsa Sadigh 2019
- 0 +
Report
Exploration: Part 1 Sergey Levine 2018
- 0 +
Report
Search DP, UCS, A* Percy Liang 2017
- 0 +
Report
CSE 573 Lecture 5 Hanna Hajishirzi 2020
- 0 +
Report
Game playing Stuart Russell 2005
- 0 +
Report
Introduction to Bayesian methods continued 2 David Sontag' 2019
- 0 +
Report
Image Classification Justin Johnson 2019
- 0 +
Report
Games Percy Liang, Dorsa Sadigh 2019
- 0 +
Report
Computer vision - convolutional RBM Hugo Larochelle 2017
- 0 +
Report
Model-based RL in low dimensional state space Katerina Fragkiadaki 2020
- 0 +
Report
Introduction Pieter Abbeel, Dan Klein 2018
- 0 +
Report
A History of AI David Sontag 2016
- 0 +
Report
Title (link) Author Date Votes Error
Policy Evaluation with Temporal Differences: A Survey and Comparison Christoph Dann, Gerhard Neumann, Jan Peters 2014
- 0 +
Report
Policy Gradient Methods Jan Peters 2010
- 0 +
Report
Curriculum Learning for Reinforcement Learning Domains: A Framework and Survey Sanmit Narvekar, Bei Peng, Matteo Leonetti, Jivko Sinapov, Matthew E. Taylor, Peter Stone 2020
- 0 +
Report
Reinforcement Learning Florentin Woergoetter, Bernd Porr 2008
- 0 +
Report
A Survey of Preference-Based Reinforcement Learning Methods Christian Wirth, Riad Akrour, Gerhard Neumann, Johannes Fürnkranz 2017
- 0 +
Report
A Bayesian Approach to Biomedical Text Summarization Milad Moradi, Nasser Ghadiri 2016
- 0 +
Report
A Crash Course on Reinforcement Learning Farnaz Adib Yaghmaie, Lennart Ljung 2021
- 0 +
Report
A Comprehensive Survey on Safe Reinforcement Learning Javier García and Fernando Fernández 2015
- 0 +
Report
Title (link) Author Date Votes Error
Artificial Intelligence cheatsheets for Stanford's CS 221 Afshine Amid, Shervine Amidi 2019
- 0 +
Report