dominhhai/rl-intro

Learn RL by the textbook: Reinforcement Learning: An Introduction

RL intro

Notes & Solutions & Code for learning Reinforcement Learning

Textbook

Reinforcement Learning: An Introduction by Richard S. Sutton and Andrew G. Barto

• Chapter 1
• Chapter 2
  • Solutions & Code
• Chapter 3
• Chapter 4
  • Solutions & Code
• Chapter 5
• Chapter 6
• Chapter 7
• Chapter 8
• Chapter 9
• Chapter 10
• Chapter 11
• Chapter 12
• Chapter 13
• Chapter 14
• Chapter 15
• Chapter 16
• Chapter 17

Install

$ pip install virutalenv
$ virutalenv .venv
$ source .venv/bin/activate
$ pip install -r requirements.txt

Usage

$ source .venv/bin/activate
$ jupyter notebook

Halt

$ deactivate

Other Resources

• [0] Download link
• [1] Textbook Code
• [2] UCL Course on RL
• [3] つくりながら学ぶ！深層強化学習
• [4] Awesome Reinforcement Learning