Utilize este identificador para referenciar este registo: http://hdl.handle.net/10400.21/1266
Título: A hybrid approach to multi-agent decision-making
Autor: Trigo, Paulo
Coelho, Hélder
Palavras-chave: TeamWork
MDPS
Data: 2008
Editora: I O S Press
Citação: Trigo P, Coelho H. A hybrid approach to multi-agent decision-making. ECAI 2008, Proceedings. 208; 178: 413-417.
Resumo: In the aftermath of a large-scale disaster, agents' decisions derive from self-interested (e.g. survival), common-good (e.g. victims' rescue) and teamwork (e.g. fire extinction) motivations. However, current decision-theoretic models are either purely individual or purely collective and find it difficult to deal with motivational attitudes; on the other hand, mental-state based models find it difficult to deal with uncertainty. We propose a hybrid, CvI-JI, approach that combines: i) collective 'versus' individual (CvI) decisions, founded on the Markov decision process (MDP) quantitative evaluation of joint-actions, and ii)joint-intentions (JI) formulation of teamwork, founded on the belief-desire-intention (BDI) architecture of general mental-state based reasoning. The CvI-JI evaluation explores the performance's improvement
Peer review: yes
URI: http://hdl.handle.net/10400.21/1266
ISBN: 978-1-58603-891-5
ISSN: 0922-6389
Aparece nas colecções:ISEL - Eng. Elect. Tel. Comp. - Artigos

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