GÉRARD Pierre
Direction de recherche : Jean-Arcady MEYER
Apprentissage de l'anticipation pour la coordination
Soutenance : 07/12/2002
Date de départ : 07/12/2003Publications 1999-2005
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2005
- P. Gérard, J.‑A. Meyer, O. Sigaud : “Combining latent learning with dynamic programming in the modular anticipatory classifier system”, European Journal of Operational Research, vol. 160 (3), pp. 614-637, (Elsevier) (2005)
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2004
- P. Gérard, O. Sigaud : “Apprentissage par renforcement indirect dans les systèmes de classeurs”, JEDAI - Journal électronique d'intelligence artificielle, vol. 4, pp. 19, (AFIA) (2004)
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2003
- P. Gérard, O. Sigaud : “Designing Efficient Exploration with MACS: Modules and Function Approximation”, Genetic and Evolutionary Computation Conference 2003 (GECCO03), vol. 2724, Lecture Notes in Computer Science, Chicago, IL, United States, pp. 1882-1893, (Springer-Verlag) (2003)
- O. Sigaud, P. Gérard : “Apprentissage par renforcement indirect dans les systèmes de classeurs”, Troisièmes Journées Nationales sur Processus Décisionnel de Markov et Intelligence Artificielle - PDMIA’03, Caen, France (2003)
- Martin V. Butz, O. Sigaud, P. Gérard : “Anticipatory Behavior in Adaptive Learning Systems”, vol. 2684, Lecture Notes in Computer Science, (Springer) (2003)
- Martin V. Butz, O. Sigaud, P. Gérard : “Anticipatory Behavior: Exploiting Knowledge about the Future to Improve Current Behavior”, chapter in Anticipatory Behavior in Adaptive Learning Systems, vol. 2684, Lecture Notes in Computer Science, pp. 1-10, (Springer) (2003)
- Martin V. Butz, O. Sigaud, P. Gérard : “Internal Models and Anticipations in Adaptive Learning Systems”, chapter in Anticipatory Behavior in Adaptive Learning Systems, vol. 2684, Lecture Notes in Computer Science, pp. 86-109, (Springer) (2003)
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2002
- P. Gérard : “Apprentissage de l’anticipation pour la coordination”, thèse, soutenance 07/12/2002, direction de recherche Meyer, Jean-Arcady (2002)
- P. Gérard, W. Stolzmann, O. Sigaud : “YACS : Yet a new Learning Classifier System using Anticipation.”, Soft Computing, vol. 6 (3-4), pp. 216-228, (Springer Verlag) (2002)
- S. Landau, S. Picault, O. Sigaud, P. Gérard : “Further Comparison between ATNoSFERES and XCSM”, IWLCS 2002 - 5th International Workshop on Learning Classifier Systems, vol. 2661, Lecture Notes in Computer Science, Granada, Spain, pp. 99-117, (Springer) (2002)
- S. Landau, S. Picault, O. Sigaud, P. Gérard : “A Comparison between ATNoSFERES and XCSM”, GECCO 2002: Proceedings of the Genetic and Evolutionary Computation Conference, New York, United States, pp. 926-933, (Morgan Kaufmann) (2002)
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2001
- P. Gérard : “Generalisation and Latent Learning in Learning Classifier Systems”, EURO Summer Institute on Decision Analysis and Artificial Intelligence (ESI XIX), Toulouse, France (2001)
- P. Gérard, O. Sigaud : “Adding a Generalization Mechanism to YACS”, GECCO 2001 - 3rd Annual Conference on Genetic and Evolutionary Computation, San Francisco, CA, United States, pp. 951-957, (Morgan Kaufmann) (2001)
- P. Gérard, O. Sigaud : “Généralisation et apprentissage latent dans les systèmes de classeurs”, Extraction de connaissances et apprentissage, vol. 1 (3), pp. 87-114 (2001)
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2000
- O. Sigaud, P. Gérard : “Using Classifier Systems as Adaptive Expert Systems for Control”, Advances in Learning Classifier Systems, vol. 1996, Lecture Notes in Computer Science, Paris, France, pp. 138-157, (Springer-Verlag) (2000)
- P. Gérard, O. Sigaud : “YACS : Combining Anticipation and Dynamic Programming in CLassifier Systems”, IWLCS 2000 - 3rd International Workshop on Learning Classifier Systems, vol. 1996, Lecture Notes in Computer Science, Paris, France, pp. 52-69, (Springer-Verlag) (2000)
- O. Sigaud, P. Gérard : “The use of roles in a multiagent adaptive simulation”, 14th European Conference in Artificial Intelligence, Workshop on Balancing reactivity and Social Deliberation in Multiagent Systems, Berlin, Germany (2000)
- O. Sigaud, P. Gérard : “Being Reactive by Exchanging Roles: an Empirical Study”, chapter in Balancing reactivity and Social Deliberation in Multiagent Systems, vol. 2103, Lecture Notes in Computer Science, pp. 150-172, (Springer-Verlag) (2000)
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1999
- O. Sigaud, P. Gérard : “Contribution au problème de la sélection de l’action en environnement partiellement observable”, chapitre de Intelligence Artificielle Située, pp. 129-146, (Hermès) (1999)