Influence-optimistic local values for multiagent planning
Conference Paper
(2015)
Author(s)
F.A. Oliehoek (Universiteit van Amsterdam)
M.T.J. Spaan (TU Delft - Algorithmics)
Stefan J. Witwicki (École Polytechnique Fédérale de Lausanne)
Research Group
Algorithmics
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Publication Year
2015
Language
English
Research Group
Algorithmics
Volume number
3
Pages (from-to)
1703-1704
ISBN (electronic)
9781450337717
Abstract
Over the last decade, methods for multiagent planning under uncertainty have increased in scalability. However, many methods assume value factorization or are not able to provide quality guarantees. We propose a novel family of influence-optimistic upper bounds on the optimal value for problems with lOOs of agents that do not exhibit value fec-torization.
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