Finding interaction partners using cognition-based decision strategies
Finding interaction partners using cognition-based decision strategies
In this paper, we develop decision making heuristics for rational agents using artefacts of cognition such as observation, learning and memory. Specifically, we extend previous research in this area by incorporating essential aspects of multi-agent interactions such as building behavioural models via observation, selectively choosing interaction partners and forming cooperating groups by identifying mutual capabilities. In particular, we demonstrate that cognitive capabilities enable agents to successfully identify matching partners and establish cooperative groups in a community of selfish agents with varying expertise.
46-55
Dutta, Partha S
20118200-3f6c-4fbf-94e0-89af4b47114b
Moreau, Luc
033c63dd-3fe9-4040-849f-dfccbe0406f8
Jennings, N. R.
ab3d94cc-247c-4545-9d1e-65873d6cdb30
2003
Dutta, Partha S
20118200-3f6c-4fbf-94e0-89af4b47114b
Moreau, Luc
033c63dd-3fe9-4040-849f-dfccbe0406f8
Jennings, N. R.
ab3d94cc-247c-4545-9d1e-65873d6cdb30
Dutta, Partha S, Moreau, Luc and Jennings, N. R.
(2003)
Finding interaction partners using cognition-based decision strategies.
The IJCAI-2003 workshop on Cognitive Modeling of Agents and Multi-Agent Interactions, Acapulco, Mexico.
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Record type:
Conference or Workshop Item
(Paper)
Abstract
In this paper, we develop decision making heuristics for rational agents using artefacts of cognition such as observation, learning and memory. Specifically, we extend previous research in this area by incorporating essential aspects of multi-agent interactions such as building behavioural models via observation, selectively choosing interaction partners and forming cooperating groups by identifying mutual capabilities. In particular, we demonstrate that cognitive capabilities enable agents to successfully identify matching partners and establish cooperative groups in a community of selfish agents with varying expertise.
Text
ijcai-ws03a.pdf
- Accepted Manuscript
More information
Published date: 2003
Additional Information:
Event Dates: August 2003
Venue - Dates:
The IJCAI-2003 workshop on Cognitive Modeling of Agents and Multi-Agent Interactions, Acapulco, Mexico, 2003-08-01
Organisations:
Web & Internet Science, Agents, Interactions & Complexity
Identifiers
Local EPrints ID: 257654
URI: http://eprints.soton.ac.uk/id/eprint/257654
PURE UUID: f038ebf4-fb7c-45fa-bca3-55c482061941
Catalogue record
Date deposited: 12 Jun 2003
Last modified: 14 Mar 2024 06:00
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Contributors
Author:
Partha S Dutta
Author:
Luc Moreau
Author:
N. R. Jennings
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