Learning Representation and Control in Markov Decision Processes

Learning Representation and Control in Markov Decision Processes
Author :
Publisher : Now Publishers Inc
Total Pages : 185
Release :
ISBN-10 : 9781601982384
ISBN-13 : 1601982380
Rating : 4/5 (380 Downloads)
DOWNLOAD EBOOK
Book Synopsis Learning Representation and Control in Markov Decision Processes by : Sridhar Mahadevan

Download or read book Learning Representation and Control in Markov Decision Processes written by Sridhar Mahadevan and published by Now Publishers Inc. This book was released on 2009 with total page 185 pages. Available in PDF, EPUB and Kindle. Book excerpt: Provides a comprehensive survey of techniques to automatically construct basis functions or features for value function approximation in Markov decision processes and reinforcement learning.


Learning Representation and Control in Markov Decision Processes Related Books

Learning Representation and Control in Markov Decision Processes
Language: en
Pages: 185

Learning Representation and Control in Markov Decision Processes

Authors: Sridhar Mahadevan
Categories: Computers
Type: BOOK - Published: 2009 - Publisher: Now Publishers Inc

DOWNLOAD EBOOK

Provides a comprehensive survey of techniques to automatically construct basis functions or features for value function approximation in Markov decision process
Reinforcement Learning
Language: en
Pages: 653

Reinforcement Learning

Authors: Marco Wiering
Categories: Technology & Engineering
Type: BOOK - Published: 2012-03-05 - Publisher: Springer Science & Business Media

DOWNLOAD EBOOK

Reinforcement learning encompasses both a science of adaptive behavior of rational beings in uncertain environments and a computational methodology for finding
Constrained Markov Decision Processes
Language: en
Pages: 256

Constrained Markov Decision Processes

Authors: Eitan Altman
Categories: Mathematics
Type: BOOK - Published: 2021-12-17 - Publisher: Routledge

DOWNLOAD EBOOK

This book provides a unified approach for the study of constrained Markov decision processes with a finite state space and unbounded costs. Unlike the single co
Algorithms for Reinforcement Learning
Language: en
Pages: 89

Algorithms for Reinforcement Learning

Authors: Csaba Grossi
Categories: Computers
Type: BOOK - Published: 2022-05-31 - Publisher: Springer Nature

DOWNLOAD EBOOK

Reinforcement learning is a learning paradigm concerned with learning to control a system so as to maximize a numerical performance measure that expresses a lon
Reinforcement Learning, second edition
Language: en
Pages: 549

Reinforcement Learning, second edition

Authors: Richard S. Sutton
Categories: Computers
Type: BOOK - Published: 2018-11-13 - Publisher: MIT Press

DOWNLOAD EBOOK

The significantly expanded and updated new edition of a widely used text on reinforcement learning, one of the most active research areas in artificial intellig