How to get started quickly and strengthen learning?

How to get started quickly and strengthen learning ？

Understand the concept of reinforcement learning ：

1. Books 《Reinforcement Learning-An Introduction》 author ：Richard Sutton Read address ：http://incompleteideas.net/book/the-book-2nd.html
2. David Silver Teaching courses , Video address ：http://www0.cs.ucl.ac.uk/staff/d.silver/web/Teaching.html
3. Pieter Abbeel and John Schulman (Open AI/ Berkeley AI Research Lab). Address :https://people.eecs.berkeley.edu/~pabbeel/nips-tutorial-policy-optimization-Schulman-Abbeel.pdf
4. Start testing reinforcement learning projects
5. Blog : How to use strategy gradient training ATARI Pong agent Address ：https://karpathy.github.io/2016/05/31/rl/
6. DeepMind Lab, Open source 3D Game platform , Based on agent Of AI Research creation , Rich simulation environment . DeepMind It is definitely a big guy team in reinforcement learning research , alphago It was invented . Address ：https://deepmind.com/blog/open-sourcing-deepmind-lab/
7. Project Malmo, An artificial intelligence experimental platform supporting the basic research of artificial intelligence . Address ：https://www.microsoft.com/en-us/research/project/project-malmo/
8. OpenAI gym, A toolbox for constructing and comparing reinforcement learning algorithms . Address ：https://gym.openai.com/

Related:https://www.kdnuggets.com/2018/03/5-things-reinforcement-learning.html