Acting under Interference by other Agents with unknown Goals

Authors:
Nicolaj Søndberg-Jeppesen;Finn Verner Jensen
Affiliations:
Department of Computer Science, Aalborg University, Denmark;Department of Computer Science, Aalborg University, Denmark
Venue:
Proceedings of the 2008 conference on Tenth Scandinavian Conference on Artificial Intelligence: SCAI 2008
Year:
2008

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AAAI'96 Proceedings of the thirteenth national conference on Artificial intelligence - Volume 1

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Abstract

We consider the situation where two agents try to solve each their own task in a common environment. A general framework for representing that kind of scenario is presented. The framework is used to model the analysis depth of the opponent agent and to determine an optimal policy under various assumptions on analysis depth of the opponent. The framework is applied on a strategic game, Ausgetrickst, and experiments are reported.