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Training universal background models with restricted data for speech emotion recognition

Imen Trabelsi , Filipo Studzinski Perotto , Usman Malik
Journal of Ambient Intelligence and Humanized Computing, 2021, ⟨10.1007/s12652-021-03200-1⟩
Article dans une revue hal-03194458v1
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Combining Bandits and Lexical Analysis for Document Retrieval in a Juridical Corpora

Filipo Studzinski Perotto , Nicolas Verstaevel , Imen Trabelsi , Laurent Vercouter
40th SGAI International Conference on Artificial Intelligence, AI 2020, Dec 2020, Cambridge, United Kingdom. pp.317-330, ⟨10.1007/978-3-030-63799-6_24⟩
Communication dans un congrès hal-03108194v1
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Deciding when to Quit the Gambler's Ruin Game with Unknown Probabilities

Filipo Studzinski Perotto , Imen Trabelsi , Stéphanie Combettes , Valérie Camps , Elsy Kaddoum , et al.
International Journal of Approximate Reasoning, 2021, 137, pp.16-33. ⟨10.1016/j.ijar.2021.06.013⟩
Article dans une revue hal-03284848v1
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Toward Sophisticated Agent-based Universes - Statements to Introduce Some Realistic Features into Classic AI/RL Problems

Filipo Studzinski Perotto
ICAART 2012 - Proceedings of the 4th International Conference on Agents and Artificial Intelligence, Vilamoura, Algarve, Portugal, 6-8 February, 2012, 2012, Berlin/Heidelberg, Georgia. pp.433--438, ⟨10.5220/0003835604330438⟩
Communication dans un congrès hal-01762255v1
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Une approche hybride pour la segmentation automatique de documents juridiques

Filipo Studzinski Perotto , Fadila Taleb , Eric Trupin , Youssouf Saidali , Maryvonne Holzem , et al.
26e Conférence sur le Traitement Automatique des Langues Naturelles, 2019, Toulouse, France. pp.455-464
Communication dans un congrès hal-02567788v1
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Time is Budget: A Heuristic for Reducing the Risk of Ruin in Multi-armed Gambler Bandits

Filipo Studzinski Perotto , Xavier Pucel , Jean-Loup Farges
SGAI International Conference on Artificial Intelligence, Dec 2022, CAMBRIDGE, United Kingdom. pp.346 - 352, ⟨10.1007/978-3-031-21441-7_29⟩
Communication dans un congrès hal-03955549v1
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Prise de Position : Projet C2C – Véhicules connectés et acceptabilité par l’humain

Filipo Studzinski Perotto , Stéphanie Combettes , Valérie Camps , Fabien Michel , Kristell Aguilar Alarcon , et al.
JFMS 2020 - 3e Journées Francophones de la Modélisation et de la Simulation, Nov 2020, Cargèse, France. pp.25-28
Communication dans un congrès hal-03120823v1

An Autonomous Intelligent Agent Architecture Based on Constructivist AI

Filipo Studzinski Perotto , Rosa Maria Vicari , Luís Otávio Campos Alvares
Artificial Intelligence Applications and Innovations, IFIP 18th World Computer Congress, TC12 First International Conference on Artificial Intelligence Applications and Innovations (AIAI-2004), 22-27 August 2004, Toulouse, France, 2004, Unknown, United States. pp.103--115, ⟨10.1007/1-4020-8151-0_10⟩
Communication dans un congrès hal-01762263v1

Itération de Politique par Trajectoires

Filipo Studzinski Perotto
Actes des 10es Journées d'Intelligence Artificielle Fondamentale (IAF 2016), Montpellier, France, 15/06/2016-17/06/2016, 2016, Unknown, France. pp.189--198
Communication dans un congrès hal-01762250v1

Tuning the Discount Factor in Order to Reach Average Optimality on Deterministic MDPs

Filipo Studzinski Perotto , Laurent Vercouter
38th SGAI International Conference on Artificial Intelligence, pp.92-105, 2018, ⟨10.1007/978-3-030-04191-5_7⟩
Chapitre d'ouvrage hal-01953835v1

Improving Reinforcement Learning with Context Detection

Bruno Castro Da Silva , Eduardo W. Basso , Filipo Studzinski Perotto , Ana Lúcia Cetertich Bazzan , Paulo Martins Engel
5th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2006), Hakodate, Japan, May 8-12, 2006, 2006, New York, NY, USA, United States. pp.810--812, ⟨10.1145/1160633.1160779⟩
Communication dans un congrès hal-01762261v1
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Open Problem: Risk of Ruin in Multiarmed Bandits

Filipo Studzinski Perotto , Mathieu Bourgais , Laurent Vercouter , Bruno Castro da Silva
Conference on Learning Theory (COLT), Jun 2019, Phoenix, United States
Communication dans un congrès hal-02363609v1

Learning Regularities with a Constructivist Agent

Filipo Studzinski Perotto , Luís Otávio Campos Alvares
Proceedings of the 5th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2006), Hakodate, Japan, May 8-12, 2006, 2006, New York, NY, USA, United States. pp.807--809, ⟨10.1145/1160633.1160778⟩
Communication dans un congrès hal-01762262v1
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Looking for the right time to shift strategy in the exploration/exploitation dilemma

Filipo Studzinski Perotto
Schedae Informaticae, 2015, 24, pp.73--82. ⟨10.4467/20838476SI.15.007.3029⟩
Article dans une revue hal-01762251v1
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Um Mecanismo Construtivista para a Aprendizagem de Estrutura de MDPs Fatorados e Parcialmente Observáveis

Filipo Studzinski Perotto , Jean-Christophe Buisson , Luis Otávio Campos Alvares
Congresso da Sociedade Brasileira de Computação (CSBC ENIA), Bento Gonçalves, RS, Brasil, 21/07/2009-24/07/2009, 2009, Porto Alegre, RS, Brazil. pp.1029--1038
Communication dans un congrès hal-01762257v1
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Integrating Shared Information into the Sensorial Mapping of Connected and Autonomous Vehicles

Filipo Studzinski Perotto , Stéphanie Combettes , Valérie Camps , Elsy Kaddoum , Guilhem Marcillaud , et al.
13th International Conference on Agents and Artificial Intelligence (ICAART 2021), Feb 2021, Lisbonne (virtuel), Portugal. pp.454-461
Communication dans un congrès hal-03120818v1
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Collaborative Multi-Agent System for Automatic Linear Text Segmentation

Filipo Studzinski Perotto
The 24th International Conference on Principles and Practice of Multi-Agent Systems (PRIMA 2022), Nov 2022, Valencia, Spain
Communication dans un congrès hal-03959311v1

Anticipative coordinated cognitive processes for interactivist and Piagetian theories

Jean-Charles Quinton , Jean-Christophe Buisson , Filipo Studzinski Perotto
Artificial General Intelligence (AGI 2008), Mar 2008, Memphis, United States. pp.287--298
Communication dans un congrès hal-01762258v1
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Tuning the Discount Factor in Order to Reach Average Optimality on Deterministic MDPs

Filipo Studzinski Perotto , Laurent Vercouter
International Conference on Innovative Techniques and Applications of Artificial Intelligence, 2018, Cambridge, United Kingdom. ⟨10.1007/978-3-030-04191-5_7⟩
Communication dans un congrès hal-02363599v1
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Gambler Bandits and the Regret of Being Ruined

Filipo Studzinski Perotto , Sattar Vakili , Pratik Gajane , Yaser Faghan , Mathieu Bourgais
20th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2021), International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS), May 2021, London (fully virtual event), United Kingdom
Communication dans un congrès hal-03120813v1

Incremental Inductive Learning in a Constructivist Agent

Filipo Studzinski Perotto , Luís Otávio Campos Alvares
SGAI International Conference on Innovative Techniques and Applications of Artificial Intelligence, Cambridge, UK, 11/12/2006-13/12/2006, 2007, London, United Kingdom. pp.129--142, ⟨10.1007/978-1-84628-663-6_10⟩
Communication dans un congrès hal-01762259v1
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Un mécanisme constructiviste d'apprentissage automatique, d'anticipations pour des agents artificiels situés

Filipo Studzinski Perotto
Intelligence artificielle [cs.AI]. Institut National Polytechnique de Toulouse - INPT, 2010. Français. ⟨NNT : 2010INPT0041⟩
Thèse tel-04273183v2

A Computational Constructivist Model as an Anticipatory Learning Mechanism for Coupled AgentEnvironment Systems

Filipo Studzinski Perotto
Constructivist foundations, 2013, 1 (9), pp.46--56
Article dans une revue hal-01762253v1
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Exploration et Exploitation dans des MDPs Cybernétiques

Filipo Studzinski Perotto
10èmes Journées Francophones sur la Planification, la Décision et l'Apprentissage (JFPDA 2015), Frédéric Maris (IRIT), Jun 2015, Rennes, France. pp.61--72
Communication dans un congrès hal-01762252v1
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Constructivist Anticipatory Learning Mechanism (CALM): Dealing with Partially Deterministic and Partially Observable Environments

Filipo Studzinski Perotto , Jean-Christophe Buisson , Luís Otávio Campos Alvares
International Conference on Epigenetic Robotics (EpiRob), Piscataway, NJ, USA, 29/10/2007-02/11/2007, 2007, Unknown, United States. pp.117--127
Communication dans un congrès hal-01762260v1
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Recognizing Internal States of Other Agents to Anticipate and Coordinate Interactions

Filipo Studzinski Perotto , Filipo Studzinski Perotto
Multi-Agent Systems - 9th European Workshop, EUMAS 2011, Maastricht, The Netherlands, November 14-15, 2011. Revised Selected Papers, 2012, Berlin/Heidelberg, Georgia. pp.238--258, ⟨10.1007/978-3-642-34799-3_16⟩
Communication dans un congrès hal-01762254v1

Anticipatory Learning Mechanisms

Filipo Studzinski Perotto
Norbert M. Seel. Encyclopedia of the Sciences of Learning, Springer US, pp.266--269, 2012, 978-1-4419-1427-9. ⟨10.1007/978-1-4419-1428-6_1873⟩
Chapitre d'ouvrage hal-01762256v1
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Learning agents for iterative voting

Stéphane Airiau , Umberto Grandi , Filipo Studzinski Perotto
International Conference on Algorithmic Decision Theory (ADT 2017), Oct 2017, Luxembourg, Luxembourg. pp.139-152, ⟨10.1007/978-3-319-67504-6_10⟩
Communication dans un congrès hal-02641165v1