Publications de
A Computational Constructivist Model as an Anticipatory Learning Mechanism for Coupled AgentEnvironment Systems
Dans : Constructivist Foundations, Vrije Universiteit Brussel, Belgique, Vol. 1 N. 9, p. 46-56, 2013.
Accès : http://www.univie.ac.at/constructivism/journal/9/1/046.perotto
BibTeX
Exploration et Exploitation dans des MDPs Cybernétiques (regular paper)
Dans : Journées Francophones sur la Planification, la Décision et l’Apprentissage (JFPDA 2015), Rennes, France, 29/06/15-03/07/15, AFIA : Association Francaise d’Intelligence Artificielle, p. 61-72, 2015.
Accès : http://pfia2015.inria.fr/actes/download.php?conf=JFPDA&file=ActesJFPDA.pdf
BibTeXRecognizing internal states of other agents to anticipate and coordinate interactions (regular paper)
Dans : European Workshop on Multi-Agent Systems (EUMAS 2011), Maastricht, Neederlands, 14/11/11-15/11/11, Springer, LNCS 7541, p. 238-258, 2012.
Accès : http://link.springer.com/chapter/10.1007%2F978-3-642-34799-3_16
BibTeXToward Sophisticated Agent-Based Universes: statements to introduce some realistic features into classic AI/RL problems (regular paper)
Dans : International Conference on Agents and Artificial Intelligence (ICAART 2012), Vilamoura, Portugal, 06/02/12-08/02/12, SciTePress, p. 433-438, 2012.
Accès : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.301.9286
BibTeXFilipo Studzinski Perotto, Jean-Christophe Buisson, Luis Otavio Campos Alvarez
Um Mecanismo Construtivista para a Aprendizagem de Estrutura de MDPs Fatorados e Parcialmente Observáveis (regular paper)
Dans : Congresso da Sociedade Brasileira de Computação (CSBC ENIA 2009), Bento Gonçalves, RS, Brasil, 21/07/09-24/07/09, Sociedade Brasileira de Computação (SBC), p. 120-130, 2010.
Filipo Studzinski Perotto, Luis Otavio Campos Alvarez, Jean-Christophe Buisson
Constructivist Anticipatory Learning Mechanism (CALM): Dealing with Partially Deterministic and Partially Observable Environments (regular paper)
Dans : International Conference on Epigenetic Robotics (EpiRob 2007), Piscataway, NJ, 29/10/07-02/11/07, Lund University Cognitive Science, p. 110-120, 2010.
Filipo Studzinski Perotto, Luis Otavio Campos Alvarez, Jean-Christophe Buisson
Un Mecanismo Constructivista para el Aprendizaje de Anticipaciones en Sistemas Acoplados Agente-Ambiente (regular paper)
Dans : Centro Lationamericano de Estudios en Informática (CLEI 2009), Pelotas, Brasil, 22/09/09-25/09/09, Sociedade Brasileira de Computação (SBC), p. 100-110, 2009.
Jean-Charles Quinton, Jean-Christophe Buisson, Filipo Studzinski Perotto
Anticipative coordinated cognitive processes for interactivist and Piagetian theories
Dans : Artificial General Intelligence (AGI 2008), FedEx Institute of Technology, University of Memphis, Memphis, TN, USA, 01/03/08-03/03/08, IOS Press, p. 287-298, 2008.
Filipo Studzinski Perotto, Luis Otavio Campos Alvarez
Incremental Inductive Learning in a Constructivist Agent (regular paper)
Dans : International Conference on Innovative Techniques and Applications of Artificial Intelligence (SGAI 2006), Cambridge, UK, 11/12/06-13/12/06, Springer, Research and Development in Intelligent Systems XXIII, p. 129-142, 2007.
Accès : http://link.springer.com/chapter/10.1007%2F978-1-84628-663-6_10
BibTeXFilipo Studzinski Perotto, Jean-Christophe Buisson, Luis Otavio Campos Alvarez
Constructivist Anticipatory Learning Mechanism (CALM): dealing with partially deterministic and partially observable environments. (regular paper)
Dans : International Conference on Epigenetic Robotics (EpiRob 2007), Piscataway, NJ, USA, 05/11/07-07/11/07, Lund University Cognitive Science, Cognitive Studies 135, p. 117-127, 2007.
Bruno Castro Da Silva, Eduardo W. Basso, Filipo Studzinski Perotto, Paulo M. Engel, Ana C. Bazzan
Improving Reinforcement Learning with Context Detection (short paper)
Dans : International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2006), Hakodate, Japan, 08/03/06-12/03/06, ACM : Association for Computing Machinery, p. 810-812, 2006.
Accès : http://dl.acm.org/citation.cfm?id=1160779&CFID=727410648&CFTOKEN=98179528
BibTeXFilipo Studzinski Perotto, Luis Otavio Campos Alvarez
Learning Regularities with a Constructivist Agent (short paper)
Dans : International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2006), Hakodate, Japan, 08/05/06-12/05/06, ACM : Association for Computing Machinery, p. 807-809, 2006.
Accès : http://dl.acm.org/citation.cfm?doid=1160633.1160778
BibTeX
Anticipatory Learning Mechanisms
Dans : Encyclopedia of the Sciences of Learning. Norbert Seel (Eds.) , Springer, p. 266-269, 2012.
Accès : http://link.springer.com/referenceworkentry/10.1007%2F978-1-4419-1428-6_1873
BibTeX
Um Mecanismo Construtivista para Aprendizagem de Antecipações em Agentes Artificiais Situados
Thèse de doctorat, Universidade Federal do Rio Grande do Sul, juillet 2010.
Un Mécanisme Constructiviste d’Apprentissage Automatique d’Anticipations pour des Agents Artificiels Situés
Thèse de doctorat, Institut National Polytechnique de Toulouse, juillet 2010.
Accès : https://tel.archives-ouvertes.fr/tel-00620755/document
BibTeX