Publication
Decisions with multiple simultaneous goals and uncertain causal effects
| dc.contributor.author | Trigo, Paulo | |
| dc.contributor.author | Coelho, Helder | |
| dc.date.accessioned | 2013-11-28T17:00:54Z | |
| dc.date.available | 2013-11-28T17:00:54Z | |
| dc.date.issued | 2008 | |
| dc.description.abstract | A key aspect of decision-making in a disaster response scenario is the capability to evaluate multiple and simultaneously perceived goals. Current competing approaches to build decision-making agents are either mental-state based as BDI, or founded on decision-theoretic models as MDP. The BDI chooses heuristically among several goals and the MDP searches for a policy to achieve a specific goal. In this paper we develop a preferences model to decide among multiple simultaneous goals. We propose a pattern, which follows a decision-theoretic approach, to evaluate the expected causal effects of the observable and non-observable aspects that inform each decision. We focus on yes-or-no (i.e., pursue or ignore a goal) decisions and illustrate the proposal using the RoboCupRescue simulation environment. | por |
| dc.identifier.citation | TRIGO, Paulo; COELHO, Helder – Decisions with multiple simultaneous goals and uncertain causal effects. In Artificial Intelligence in Theory and Practice II. Milano, Italy: Springer, 2008. ISBN 978-0-387-09694-0. Vol. 276. Pp. 13-22. | por |
| dc.identifier.isbn | 978-0-387-09694-0 | |
| dc.identifier.isbn | 978-0-387-09695-7 | |
| dc.identifier.issn | 1571-5736 | |
| dc.identifier.uri | http://hdl.handle.net/10400.21/2970 | |
| dc.language.iso | eng | por |
| dc.peerreviewed | yes | por |
| dc.publisher | Springer | por |
| dc.subject | Multiple simultaneous goals | por |
| dc.subject | Decisions | por |
| dc.subject | Uncertain causal effects | por |
| dc.title | Decisions with multiple simultaneous goals and uncertain causal effects | por |
| dc.type | conference object | |
| dspace.entity.type | Publication | |
| oaire.citation.conferencePlace | USA | por |
| oaire.citation.endPage | 22 | por |
| oaire.citation.startPage | 13 | por |
| oaire.citation.title | Artificial Intelligence in Theory and Practice II Book Series: International Federation for Information Processing | por |
| oaire.citation.volume | 276 | por |
| person.familyName | Trigo | |
| person.givenName | Paulo | |
| person.identifier.ciencia-id | F011-8BE3-FEB1 | |
| person.identifier.orcid | 0000-0001-5850-615X | |
| person.identifier.scopus-author-id | 15043375100 | |
| rcaap.rights | restrictedAccess | por |
| rcaap.type | conferenceObject | por |
| relation.isAuthorOfPublication | 0381c0ca-c205-4ef3-b928-418f4f947630 | |
| relation.isAuthorOfPublication.latestForDiscovery | 0381c0ca-c205-4ef3-b928-418f4f947630 |