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Value-Based Planning for Teams of Agents in Stochastic Partially Observable Environments : AUP Dissertation Series - Frans Oliehoek

Value-Based Planning for Teams of Agents in Stochastic Partially Observable Environments

AUP Dissertation Series

Paperback

Published: 7th February 2010
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Value-Based Planning|Stochastic Partially Observable Environments

Frans Oliehoek (1981) studeerde Informatica aan de Universiteit van Amsterdam. In 2005 behaalde hij zijn M.Sc. in de Kunstmatige Intelligentie en begon zijn Ph.D. binnen de Intelligente Autonome Systemen groep. Dit proefschrift bundelt een selectie van zijn onderzoek.

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 - 222

ISBN: 9789056296100
ISBN-10: 9056296108
Series: AUP Dissertation Series
Audience: Adult Education
Format: Paperback
Language: English
Number Of Pages: 222
Published: 7th February 2010
Publisher: Vossiuspers Uva
Country of Publication: NL
Dimensions (cm): 23.4 x 15.6  x 1.1
Weight (kg): 0.38