AIPS 2009 | Sciweavers

34

AIPS
2009

118views Artificial Intelligence» more AIPS 2009»

Exploiting Coordination Locales in Distributed POMDPs via Social Model Shaping

14 years 19 days ago

Distributed POMDPs provide an expressive framework for modeling multiagent collaboration problems, but NEXPComplete complexity hinders their scalability and application in real-wo...

Pradeep Varakantham, Jun-young Kwak, Matthew E. Ta...

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AIPS
2009

94views Artificial Intelligence» more AIPS 2009»

Landmarks, Critical Paths and Abstractions: What's the Difference Anyway?

14 years 19 days ago

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Malte Helmert, Carmel Domshlak

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32

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AIPS
2009

104views Artificial Intelligence» more AIPS 2009»

Incremental Policy Generation for Finite-Horizon DEC-POMDPs

14 years 19 days ago

Download rbrserver.cs.umass.edu

Solving multiagent planning problems modeled as DECPOMDPs is an important challenge. These models are often solved by using dynamic programming, but the high resource usage of cur...

Christopher Amato, Jilles Steeve Dibangoye, Shlomo...

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