Value-based planning for teams of agents in stochastic partially observable environments [[electronic resource] /] / door Frans Adriaan Oliehoek
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| Autore: |
Oliehoek Frans A
|
| Titolo: |
Value-based planning for teams of agents in stochastic partially observable environments [[electronic resource] /] / door Frans Adriaan Oliehoek
|
| Pubblicazione: | [Amsterdam], : Amsterdam University Press, 2010 |
| Descrizione fisica: | 1 online resource (222 p.) |
| Disciplina: | 510 |
| Soggetto topico: | Mathematics |
| Note generali: | Description based upon print version of record. |
| Nota di bibliografia: | Includes bibliographical references (p. 197-211). |
| Nota di contenuto: | Introduction; Decision-Theoretic Planning for Teams of Agents; Optimal Value Functions for Dec-POMDPs; Approximate Value Functions & Heuristic Policy Search; Factored Dec-POMDPs: Exploiting Locality of Interaction; Lossless Clustering of Histories; Conclusions and Discussion; Summary; Samenvatting; Problem Specifications; Immediate Reward Value Function Formulations; Formalization of Regression to Factored Q-Value Functions; Proofs; Bibliography; Acknowledgments |
| Sommario/riassunto: | In this thesis decision-making problems are formalized using a stochastic discrete-time model called decentralized partially observable Markov decision process (Dec-POMDP). |
| Titolo autorizzato: | Value-based planning for teams of agents in stochastic partially observable environments |
| ISBN: | 1-282-63390-2 |
| 9786612633904 | |
| 90-485-1230-1 | |
| Formato: | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione: | Inglese |
| Record Nr.: | 9910827023303321 |
| Lo trovi qui: | Univ. Federico II |
| Opac: | Controlla la disponibilità qui |
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