Items related to A Concise Introduction to Decentralized POMDPs: 0 (SpringerB...

A Concise Introduction to Decentralized POMDPs: 0 (SpringerBriefs in Intelligent Systems) - Softcover

Oliehoek, Frans A.; Amato, Christopher

 
9783319289274: A Concise Introduction to Decentralized POMDPs: 0 (SpringerBriefs in Intelligent Systems)

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. 

"synopsis" may belong to another edition of this title.

From the Back Cover

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. 

"About this title" may belong to another edition of this title.