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Institutional Repository [SANDBOX]
Technical University of Crete
Technical University of Crete
EN
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EL
| URI: | http://purl.tuc.gr/dl/dias/5F077C41-954F-45CC-83B2-F42CC323D3FD | ||
| Year | 2021 | ||
| Type of Item | Conference Poster | ||
| License |
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| Bibliographic Citation | E. Streviniotis, A. Georgara and G. Chalkiadakis, “A succinct representation scheme for cooperative games under uncertainty,” in Proceedings of the 20th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2021), virtual event, 2021, pp. 1661–1663. https://dl.acm.org/doi/10.5555/3463952.3464193 | ||
| Appears in Collections |
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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