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

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Bibliographic Details
Call Number:Libro Electrónico
Main Author: Oliehoek, Frans (Author)
Format: Electronic eBook
Language:Inglés
Published: Amsterdam : Vossiupers UvA [Imprint] Amsterdam University Press. Feb. 2010
Series:UvA Proefschriften Ser.
Subjects:
Mathematics.
Mathematics
Mathematics > General.
Mathématiques.
Online Access:Texto completo
Table of Contents:
  • 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

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