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dc.contributor.author
Paz, Luciano
dc.contributor.author
Goldin, Andrea Paula
dc.contributor.author
Duik, Carlos
dc.contributor.author
Sigman, Mariano
dc.date.available
2018-05-30T16:27:39Z
dc.date.issued
2015-05
dc.identifier.citation
Paz, Luciano; Goldin, Andrea Paula; Duik, Carlos; Sigman, Mariano; Parsing heuristic and forward search in first-graders game-play behavior; Wiley Online Library; Cognitive Science; 39; 5; 5-2015; 1-28
dc.identifier.issn
0364-0213
dc.identifier.uri
http://hdl.handle.net/11336/46620
dc.description.abstract
Seventy‐three children between 6 and 7 years of age were presented with a problem having ambiguous subgoal ordering. Performance in this task showed reliable fingerprints: (a) a non‐monotonic dependence of performance as a function of the distance between the beginning and the end‐states of the problem, (b) very high levels of performance when the first move was correct, and (c) states in which accuracy of the first move was significantly below chance. These features are consistent with a non‐Markov planning agent, with an inherently inertial decision process, and that uses heuristics and partial problem knowledge to plan its actions. We applied a statistical framework to fit and test the quality of a proposed planning model (Monte Carlo Tree Search). Our framework allows us to parse out independent contributions to problem‐solving based on the construction of the value function and on general mechanisms of the search process in the tree of solutions. We show that the latter are correlated with children's performance on an independent measure of planning, while the former is highly domain specific.
dc.format
application/pdf
dc.language.iso
eng
dc.publisher
Wiley Online Library
dc.rights
info:eu-repo/semantics/openAccess
dc.rights.uri
https://creativecommons.org/licenses/by-nc-sa/2.5/ar/
dc.subject
Heuristics
dc.subject
Stochastic Behavior Modeling
dc.subject
Monte-Carlo Tree Search
dc.subject
Planning
dc.subject
Children Problem Solving
dc.subject
N-Puzzles
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First Graders
dc.subject.classification
Física Atómica, Molecular y Química
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Ciencias Físicas
dc.subject.classification
CIENCIAS NATURALES Y EXACTAS
dc.title
Parsing heuristic and forward search in first-graders game-play behavior
dc.type
info:eu-repo/semantics/article
dc.type
info:ar-repo/semantics/artículo
dc.type
info:eu-repo/semantics/publishedVersion
dc.date.updated
2018-05-04T21:31:56Z
dc.identifier.eissn
1551-6709
dc.journal.volume
39
dc.journal.number
5
dc.journal.pagination
1-28
dc.journal.pais
Reino Unido
dc.journal.ciudad
Oxford
dc.description.fil
Fil: Paz, Luciano. Universidad de Buenos Aires. Facultad de Ciencias Exactas y Naturales. Departamento de Física. Laboratorio de Neurociencia Integrativa; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas. Oficina de Coordinación Administrativa Ciudad Universitaria. Instituto de Física de Buenos Aires. Universidad de Buenos Aires. Facultad de Ciencias Exactas y Naturales. Instituto de Física de Buenos Aires; Argentina
dc.description.fil
Fil: Goldin, Andrea Paula. Universidad de Buenos Aires. Facultad de Ciencias Exactas y Naturales. Departamento de Física. Laboratorio de Neurociencia Integrativa; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas. Oficina de Coordinación Administrativa Ciudad Universitaria. Instituto de Física de Buenos Aires. Universidad de Buenos Aires. Facultad de Ciencias Exactas y Naturales. Instituto de Física de Buenos Aires; Argentina. Universidad Torcuato di Tella; Argentina
dc.description.fil
Fil: Duik, Carlos. University of Princeton; Estados Unidos
dc.description.fil
Fil: Sigman, Mariano. Universidad de Buenos Aires. Facultad de Ciencias Exactas y Naturales. Departamento de Física. Laboratorio de Neurociencia Integrativa; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas. Oficina de Coordinación Administrativa Ciudad Universitaria. Instituto de Física de Buenos Aires. Universidad de Buenos Aires. Facultad de Ciencias Exactas y Naturales. Instituto de Física de Buenos Aires; Argentina. Universidad Torcuato di Tella; Argentina
dc.journal.title
Cognitive Science
dc.relation.alternativeid
info:eu-repo/semantics/altIdentifier/url/https://onlinelibrary.wiley.com/doi/abs/10.1111/cogs.12181
dc.relation.alternativeid
info:eu-repo/semantics/altIdentifier/doi/http://dx.doi.org/10.1111/cogs.12181
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