Reinforcement Learning: An Introduction

EBook Description: 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.

How Are We To Know? This book makes the following points: 1) in analogy with robots, we humans know by the models we make of reality, 2) these models are always provisional and sometimes unreliable, 3) it is especially important to examine thoroughly those models upon which we base actions, and 4) the scientific method provides an excellent guide for such examination.

Version Control with Subversion

Version Control with Subversion introduces the powerful new versioning tool designed to be the successor to CVS. An introduction to Subversion is followed by a guided tour of its capabilities.

Open Source Development with CVS

Open Source Development with CVS, Third Edition, is an updated edition of the best-selling guide to the most widely used version control software for open source developers.

Subversion Version Control

Subversion Version Control: Using the Subversion Version Control System in Development Projects is a practical, hands-on guide. Readers will learn how to use Subversion and how to effectively merge a version control system into their development process.

Version Control with SVK

Version Control with SVK, a free book about SVK, a new version control system designed to supplant everything else out there.

CVS Best Practices

This free online book explores some of the best practices that can be adopted while using CVS as the configuration management tool in your software projects.

Mac OS X Tiger In Pictures

This book helps beginners learn how to use computers running Mac OS X Tiger. It includes sections on using the Web and email.

Linspire Five-O In Pictures

This book helps beginners learn how to use computers running Linspire Five-O. It includes sections on using the Web and email.

Palm Devices In Pictures

This book helps beginners learn how to use devices that run the Palm operating system, such as handheld PDAs and cell phone/organizer hybrids.

Excel 2003 In Pictures

This book helps beginners learn to create and use Microsoft Excel spreadsheets

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