Reinforcement Learning: An Introduction

Reinforcement Learning: An Introduction

Reinforcement learning, one of the most active research areas in artificial intelligence, is a computational approach to learning whereby an agent tries to maximize the total amount of reward it receives when interacting with a complex, uncertain environment. In Reinforcement Learning, Richard Sutton and Andrew Barto provide a clear and simple account of the key ideas and algorithms of reinforcement learning.

Use the following url to access the free ebook Reinforcement Learning: An Introduction .
http://www.cs.ualberta.ca/~sutton/book/ebook/the-book.html