Influence-Optimistic Local Values for Multiagent Planning

Oliehoek, Frans A ORCID: 0000-0003-4372-5055, Spaan, Matthijs TJ and Witwicki, Stefan J (2015) Influence-Optimistic Local Values for Multiagent Planning. In: Proceedings of the 2015 International Conference on Autonomous Agents and Multiagent Systems, Istanbul, Turkey.

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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.

Item Type:	Conference or Workshop Item (Paper)
Uncontrolled Keywords:	Multi-agent planning, factored Dec-POMDPs
Subjects:	?? QA75 ??
Depositing User:	Symplectic Admin
Date Deposited:	20 Oct 2015 07:39
Last Modified:	15 Dec 2022 22:04
Related URLs:	Author Publisher
URI:	https://livrepository.liverpool.ac.uk/id/eprint/2032360