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Autore: | Oliehoek Frans A |
Titolo: | A Concise Introduction to Decentralized POMDPs / / by Frans A. Oliehoek, Christopher Amato |
Pubblicazione: | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2016 |
Edizione: | 1st ed. 2016. |
Descrizione fisica: | 1 online resource (146 p.) |
Disciplina: | 658.403 |
Soggetto topico: | Artificial intelligence |
Control engineering | |
Robotics | |
Mechatronics | |
Mathematical optimization | |
Artificial Intelligence | |
Control, Robotics, Mechatronics | |
Optimization | |
Persona (resp. second.): | AmatoChristopher |
Note generali: | Description based upon print version of record. |
Nota di bibliografia: | Includes bibliographical references. |
Nota di contenuto: | Multiagent Systems Under Uncertainty -- The Decentralized POMDP Framework -- Finite-Horizon Dec-POMDPs -- Exact Finite-Horizon Planning Methods -- Approximate and Heuristic Finite-Horizon Planning Methods -- Infinite-Horizon Dec-POMDPs -- Infinite-Horizon Planning Methods: Discounted Cumulative Reward -- Infinite-Horizon Planning Methods: Average Reward -- Further Topics. |
Sommario/riassunto: | 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. . |
Titolo autorizzato: | A Concise Introduction to Decentralized POMDPs |
ISBN: | 3-319-28929-2 |
Formato: | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione: | Inglese |
Record Nr.: | 9910255017203321 |
Lo trovi qui: | Univ. Federico II |
Opac: | Controlla la disponibilità qui |