Algorithms for Decision Making (MIT Press)
Friday, 19 August 2022

This book provides a broad introduction to algorithms for decision making under uncertainty, covering the underlying mathematical problem formulations and the algorithms for solving them. Mykel Kochenderfer and Tim Wheeler first address the problem of reasoning about uncertainty and objectives in simple decisions at a single point in time, and then turn to sequential decision problems in stochastic environments where the outcomes of our actions are uncertain.

<ASIN:0262047012>

The book goes on to address model uncertainty, when we do not start with a known model and must learn how to act through interaction with the environment; state uncertainty, in which we do not know the current state of the environment due to imperfect perceptual information; and decision contexts involving multiple agents. The book focuses primarily on planning and reinforcement learning, although some of the techniques presented draw on elements of supervised learning and optimization. Algorithms are implemented in Julia.

Author: Mykel Kochenderfer and Tim Wheeler
Publisher: MIT Press
Date: August 2022
Pages: 700
ISBN: 978-0262047012
Print: 0262047012
Kindle: B09RF2WCQS
Audience: General
Level: Intermediate/Advanced
Category: Theory & Techniques 

 

For more Book Watch just click.

Book Watch is I Programmer's listing of new books and is compiled using publishers' publicity material. It is not to be read as a review where we provide an independent assessment. Some, but by no means all, of the books in Book Watch are eventually reviewed.

To have new titles included in Book Watch contact  BookWatch@i-programmer.info

Follow @bookwatchiprog on Twitter or subscribe to I Programmer's Books RSS feed for each day's new addition to Book Watch and for new reviews.

 

 

Banner
 


Continuous Architecture In Practice (Addison-Wesley)

Author: Murat Erder, Pierre Pureur and Eoin Woods
Publisher: Addison-Wesley
Pages: 352
ISBN: 978-0136523567
Print: 0136523560
Kindle: ‎B08ZRTQGLJ
Audience: Software Architects
Rating: 3
Reviewer: Kay Ewbank

This book sets out the case for why software architecture is more important than ever, and in p [ ... ]



T-SQL Fundamentals (Microsoft Press)

Author: Itzik Ben-Gan
Publisher: Microsoft Press
Pages: 608
ISBN: 978-0138102104
Print: 0138102104
Kindle: B0BTLBXF8V
Audience: T-SQL developers
Rating: 5
Reviewer: Kay Ewbank

Itzik Ben-Gan is a highly respected Microsoft Data Platform MVP, and the earlier editions of this book were already ver [ ... ]


More Reviews