DRL

Deep Reinforcement Learning

Implemented Algorithm

1. Deep Q-network
2. Actor Critic based on DDPG(Deep Deterministic Policy Gradient)

Study materials

Headless Training on AWS

My blog: DEEP LEARNING AMI FOR OPENAI GYM
Getting CUDA 8 to Work With openAI Gym on AWS and Compiling Tensorflow for CUDA 8 Compatibility

Blogs + Websites

Hacker's guide to Neural Networks
Deep Reinforcement Learning: Pong from Pixels
Neural Networks and Deep Learning

Talk Videos

DRL tutorial by David Silver 2015
DRL tutorial by David Silver 2016

Teaching Materials + Videos

David Silver teaching videos in UK

Great Projects

ConvNetJS

Platform

OpenAI gym: http://gym.openai.com
OpenAI Universe: https://blog.openai.com/universe/
Multi-Agent particle env: /~https://github.com/openai/multiagent-particle-envs/