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A succinct representation scheme for cooperative games under uncertainty

A succinct representation scheme for cooperative games under uncertainty
A succinct representation scheme for cooperative games under uncertainty
In this work we present a novel succinct representation for large partially observed cooperative games. The proposed representation exploits estimates over marginal contributions to form compact rules representing collaboration patterns with uncertain value. Specifically, given an initial set of MC-nets rules that use prior beliefs over values instead of the actual ones, we propose two types of merging that lead to a new set of even more compact rules.
1661 - 1663
Georgara, Athina
76b3b7b3-4693-4363-9ade-c655b86199ae
Georgara, Athina
76b3b7b3-4693-4363-9ade-c655b86199ae

Georgara, Athina (2021) A succinct representation scheme for cooperative games under uncertainty. In AAMAS '21: 20th International Conference on Autonomous Agents and Multiagent Systems, Virtual Event, United Kingdom, May 3-7, 2021. 1661 - 1663 .

Record type: Conference or Workshop Item (Paper)

Abstract

In this work we present a novel succinct representation for large partially observed cooperative games. The proposed representation exploits estimates over marginal contributions to form compact rules representing collaboration patterns with uncertain value. Specifically, given an initial set of MC-nets rules that use prior beliefs over values instead of the actual ones, we propose two types of merging that lead to a new set of even more compact rules.

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More information

Published date: 3 May 2021
Venue - Dates: Proceedings of the 20th International Conference on Autonomous Agents and MultiAgent Systems<br/>, Online, 2021-05-03 - 2021-05-07
Related URLs:
Learn more about Agents, Interactions and Complexity research

Identifiers

Local EPrints ID: 508456
URI: http://eprints.soton.ac.uk/id/eprint/508456
PURE UUID: 97490d25-d3ce-4da4-9e7a-8b161152db5b
ORCID for Athina Georgara: ORCID iD orcid.org/0000-0001-5992-5372

Catalogue record

Date deposited: 22 Jan 2026 17:40
Last modified: 23 Jan 2026 03:09

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Contributors

Author: Athina Georgara ORCID iD

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