Statistical Reinforcement Learning: Modern Machine Learning Approaches

by Masashi Sugiyama

Book Overview

Reinforcement learning is a mathematical framework for developing computer agents that can learn an optimal behavior by relating generic reward signals with its past actions. With numerous successful applications in business intelligence, plant control, and gaming, the RL framework is ideal for decision making in unknown environments with large amounts of data.

Supplying an up-to-date and accessible introduction to the field, Statistical...

• Format: Hardcover
• Language: English
• ISBN: 1439856893
• ISBN13: 9781439856895
• Release Date: March 2015
• Publisher: CRC Press
• Length: 206 Pages
• Weight: 0.92 lbs.
• Dimensions: 0.7" x 6.1" x 9.3"