Acting under interference by other agents with unknown goals

Research output: Contribution to journalConference article in JournalResearchpeer-review

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.


Original languageEnglish
Book seriesFrontiers in Artificial Intelligence and Applications
Issue number173
Pages (from-to)157-164
Number of pages8
ISSN0922-6389
Publication statusPublished - 2008
EventTenth Scandinavian conference on artificial intelligence - Stockholm, Sweden
Duration: 27 May 200828 May 2008
Conference number: 10

Conference

ConferenceTenth Scandinavian conference on artificial intelligence
Number10
CountrySweden
CityStockholm
Period27/05/200828/05/2008

Fingerprint

Experiments

Keywords

  • agents
  • dynamic influence diagrams
  • reasoning in games

Cite this

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title = "Acting under interference by other agents with unknown goals",
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.",
keywords = "agenter, dynamiske influensdiagrammer, AI i spil, agents, dynamic influence diagrams, reasoning in games",
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language = "English",
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}

Acting under interference by other agents with unknown goals. / Sønderberg-Madsen, Nicolaj; Jensen, Finn V.

In: Frontiers in Artificial Intelligence and Applications, No. 173, 2008, p. 157-164.

Research output: Contribution to journalConference article in JournalResearchpeer-review

TY - GEN

T1 - Acting under interference by other agents with unknown goals

AU - Sønderberg-Madsen, Nicolaj

AU - Jensen, Finn V.

N1 - Værtspublikationens titel: Proceedings of the Tenth Scandinavian Conference on Artificial Intelligence SCAI 2008 Værtspublikationens redaktører: Anders Holst, Per Krueger, Peter Funk

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AB - 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.

KW - agenter

KW - dynamiske influensdiagrammer

KW - AI i spil

KW - agents

KW - dynamic influence diagrams

KW - reasoning in games

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JO - Frontiers in Artificial Intelligence and Applications

JF - Frontiers in Artificial Intelligence and Applications

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