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A Concise Introduction to Decentralized POMDPs

A Concise Introduction to Decentralized POMDPs - SpringerBriefs in Intelligent Systems

1st ed. 2016

Paperback (14 Jun 2016)

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Publisher's Synopsis

This book introduces multiagent planning under uncertainty as formalized by decentralized partially observable Markov decision processes (Dec-POMDPs). The intended audience is researchers and graduate students working in the fields of artificial intelligence related to sequential decision making: reinforcement learning, decision-theoretic planning for single agents, classical multiagent planning, decentralized control, and operations research. 

Book information

ISBN: 9783319289274
Publisher: Springer International Publishing
Imprint: Springer
Pub date:
Edition: 1st ed. 2016
DEWEY: 519.233
DEWEY edition: 23
Language: English
Number of pages: 134
Weight: 262g
Height: 159mm
Width: 240mm
Spine width: 13mm