Planning with Markov Decision Processes

Download or read book Planning with Markov Decision Processes written by Mausam and published by Morgan & Claypool Publishers. This book was released on 2012 with total page 213 pages. Available in PDF, EPUB and Kindle. Book excerpt: Provides a concise introduction to the use of Markov Decision Processes for solving probabilistic planning problems, with an emphasis on the algorithmic perspective. It covers the whole spectrum of the field, from the basics to state-of-the-art optimal and approximation algorithms.