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An approach to the analysis and design of multiagent systems based on interaction frames

Published: 15 July 2002 Publication History

Abstract

This paper introduces InFFrA, a novel method for the analysis and design of multiagent systems that is based on the notions of interaction frames and framing. We lay out a conceptual framework for viewing multiagent systems (MAS) as societies consisting of socially intelligent agents that record and organise their interaction experience so as to use it strategically in future interactions. We also provide criteria for the class of MAS InFFrA is suited for. The benefits of our approach are that it helps to understand and develop socially intelligent agents as well as to identify shortcomings of existing MAS. The method is evaluated through the analysis of an opponent classification heuristic that is used to optimise strategic behaviour in multiagent games, and interesting issues for future research are discussed.

References

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M. Rovatsos. Interaction frames for artificial agents. Technical Report Research Report FKI-244-01, Technical University of Munich, 2001
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M. Rovatsos and M. Wolf. Towards Social Complexity Reduction in Multiagent Learning: the AdHoc Approach. Technical Report SS-02-02, AAAI Press, Stanford, CA, 2002
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Cited By

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  • (2008)Adaptivity at every layerProceedings of the 2008 international workshop on Software engineering for adaptive and self-managing systems10.1145/1370018.1370039(113-120)Online publication date: 12-May-2008
  • (2007)A Generic Framework for Argumentation-Based NegotiationProceedings of the 11th international workshop on Cooperative Information Agents XI10.1007/978-3-540-75119-9_15(209-223)Online publication date: 19-Sep-2007
  • (2006)Adaptiveness in Agent CommunicationAgent Communication II10.1007/978-3-540-68143-4_15(211-226)Online publication date: 1-Sep-2006
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cover image ACM Conferences
AAMAS '02: Proceedings of the first international joint conference on Autonomous agents and multiagent systems: part 2
July 2002
508 pages
ISBN:1581134800
DOI:10.1145/544862
Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 15 July 2002

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Author Tags

  1. control & norms
  2. coordinating multiple agents & activities
  3. social order
  4. social reasoning architectures
  5. sociologically grounded methods
  6. theories of agency and autonomy

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Cited By

View all
  • (2008)Adaptivity at every layerProceedings of the 2008 international workshop on Software engineering for adaptive and self-managing systems10.1145/1370018.1370039(113-120)Online publication date: 12-May-2008
  • (2007)A Generic Framework for Argumentation-Based NegotiationProceedings of the 11th international workshop on Cooperative Information Agents XI10.1007/978-3-540-75119-9_15(209-223)Online publication date: 19-Sep-2007
  • (2006)Adaptiveness in Agent CommunicationAgent Communication II10.1007/978-3-540-68143-4_15(211-226)Online publication date: 1-Sep-2006
  • (2006)A classification framework of adaptation in multi-agent systemsProceedings of the 10th international conference on Cooperative Information Agents10.1007/11839354_15(198-212)Online publication date: 11-Sep-2006
  • (2005)Communication systemsSocionics10.5555/2167609.2167629(289-313)Online publication date: 1-Jan-2005
  • (2005)Multiagent systems without agents — mirror-holons for the compilation and enactment of communication structuresSocionics10.5555/2167609.2167628(263-288)Online publication date: 1-Jan-2005
  • (2005)Acquiring and adapting probabilistic models of agent conversationProceedings of the fourth international joint conference on Autonomous agents and multiagent systems10.1145/1082473.1082490(106-113)Online publication date: 25-Jul-2005
  • (2005)An empirical semantics approach to reasoning about communicationEngineering Applications of Artificial Intelligence10.1016/j.engappai.2005.06.00518:7(809-823)Online publication date: 1-Oct-2005
  • (2005)Expectation-oriented modelingEngineering Applications of Artificial Intelligence10.1016/j.engappai.2005.05.00218:8(891-918)Online publication date: 1-Dec-2005
  • (2005)Practical strategic reasoning and adaptation in rational argument-based negotiationProceedings of the Second international conference on Argumentation in Multi-Agent Systems10.1007/11794578_8(122-137)Online publication date: 26-Jul-2005
  • Show More Cited By

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