Reinforcement Learning

This introductory textbook on reinforcement learning is targeted toward engineers and scientists in artificial intelligence, operations research, neural networks, and control systems, and we hope it will also be of interest to psychologists and neuroscientists.

Link: http://webdocs.cs.ualberta.ca/~sutton/book/the-book.html
Reading Status: Completed

The book helped me to implement the following algorithms in C# for my library:

• TD(0) Learning
• Q-Learning
• R-Learning
• Sarsa
• Q (Lambda) - Learning
• Sarsa (Lambda)