Publication
A hybrid approach to multi-agent decision-making
| dc.contributor.author | Trigo, Paulo | |
| dc.contributor.author | Coelho, Hélder | |
| dc.date.accessioned | 2012-03-12T17:08:40Z | |
| dc.date.available | 2012-03-12T17:08:40Z | |
| dc.date.issued | 2008 | |
| dc.description.abstract | 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 | por |
| dc.identifier.citation | TRIGO, Paulo; COELHO, Helder – A hybrid approach to multi-agent decision-making. In Proceeding of the 18th European Conference on Artificial Intelligence (ECAI 2008), Patras, Greece: IOS Press. ISBN 978-1-58603-891-5. Vol. 178. Pp. 413-417. | por |
| dc.identifier.doi | 10.3233/978-1-58603-891-5-413 | |
| dc.identifier.isbn | 978-1-58603-891-5 | |
| dc.identifier.issn | 0922-6389 | |
| dc.identifier.uri | http://hdl.handle.net/10400.21/1266 | |
| dc.language.iso | eng | por |
| dc.peerreviewed | yes | por |
| dc.publisher | IOS Press | por |
| dc.subject | TeamWork | por |
| dc.subject | MDPS | por |
| dc.title | A hybrid approach to multi-agent decision-making | por |
| dc.type | journal article | |
| dspace.entity.type | Publication | |
| oaire.citation.conferencePlace | Amsterdam | por |
| oaire.citation.endPage | 417 | por |
| oaire.citation.startPage | 413 | por |
| oaire.citation.title | ECAI 2008 | por |
| oaire.citation.volume | 178 | |
| rcaap.rights | restrictedAccess | por |
| rcaap.type | article | por |