Reinforcement Learning
About this book
Motivation behind RL
What is Reinforcement Learning?
A Reinforcement Learning Problem
Reward
Environment and State
Action and Policy
State-Value and Action-Value Function
Model
Exploration-Exploitation Trade-off
Roadmap and Resources
Anatomy of an OpenAI Gym
Algorithms
Tutorial: Simple Maze Environment
Tutorial: Custom gym Environment
Tutorial: Learning on Atari
Tutorial: Coding the Agent to Learn from Atari
repository
open issue
Index
