Towards Efficient Context-Sensitive Deliberation
2022 (Engelska) Ingår i: Advances in Social Simulation: Proceedings of the 16th Social Simulation Conference, 20–24 September 2021 / [ed] Marcin Czupryna; Bogumił Kamiński, Springer Science+Business Media B.V., 2022, s. 409-421Konferensbidrag, Publicerat paper (Refereegranskat)
Abstract [en]
We propose a context-sensitive deliberation framework where the decision context does not deliver an action straight away, but where rather the decision context and agent characteristics influence the type of deliberation and type of information evaluated which will affect the final decision. The framework is based on the Contextual Action Framework for Computational Agents (CAFCA). Our framework also tailors the deliberation type used to the decision context the agent finds itself in, starting from the least cognitive taxing deliberation types unless the context requires more complex deliberation types. As a proof-of-concept the paper shows how context and information relevance can be used to conceptually expand the deliberation system of an agent.
Ort, förlag, år, upplaga, sidor Springer Science+Business Media B.V., 2022. s. 409-421
Serie
Springer Proceedings in Complexity, ISSN 2213-8684, E-ISSN 2213-8692
Nyckelord [en]
CAFCA, Context, Deliberation method selection, Dynamic deliberation
Nationell ämneskategori
Datavetenskap (datalogi)
Identifikatorer URN: urn:nbn:se:umu:diva-194460 DOI: 10.1007/978-3-030-92843-8_31 ISI: 000843782600031 Scopus ID: 2-s2.0-85128747154 ISBN: 9783030928421 (tryckt) OAI: oai:DiVA.org:umu-194460 DiVA, id: diva2:1657304
Konferens 16th Social Simulation Conference, SSC 2021, Kraków, 20-24 September, 2021.
2022-05-102022-05-102023-09-05 Bibliografiskt granskad