Influence-Based Abstraction for Multiagent Systems

This paper presents a theoretical advance by which factored POSGs can be decomposed into local models. We formalize the interface between such local models as the influence agents can exert on one another; and we prove that this interface is sufficient for decoupling them. The resulting influence-ba...

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Bibliographic Details
Main Authors: Oliehoek, Frans A., Witwicki, Stefan J., Kaelbling, Leslie P.
Other Authors: Massachusetts Institute of Technology. Department of Electrical Engineering and Computer Science
Format: Article
Language:en_US
Published: Association for the Advancement of Artifical Intelligence 2014
Online Access:http://hdl.handle.net/1721.1/87052
https://orcid.org/0000-0001-6054-7145