A Concise Introduction to Decentralized POMDPs

丛 书 名：SpringerBriefs in Intelligent Systems

版本说明：1st ed. 2016

作     者：Frans A. Oliehoek Christopher Amato 

I S B N：(纸本) 9783319289274 

出 版 社：Springer International Publishing 

出 版 年：2016年

摘      要：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.