A Concise Introduction to Decentralized POMDPs von Frans A. Oliehoek | ISBN 9783319289298

A Concise Introduction to Decentralized POMDPs

von Frans A. Oliehoek und Christopher Amato
Mitwirkende
Autor / AutorinFrans A. Oliehoek
Autor / AutorinChristopher Amato
Buchcover A Concise Introduction to Decentralized POMDPs | Frans A. Oliehoek | EAN 9783319289298 | ISBN 3-319-28929-2 | ISBN 978-3-319-28929-8
Leseprobe

A Concise Introduction to Decentralized POMDPs

von Frans A. Oliehoek und Christopher Amato
Mitwirkende
Autor / AutorinFrans A. Oliehoek
Autor / AutorinChristopher Amato

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.