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Direct Value Learning: Reinforcement Learning and Anti-Imitation

 Riad Akrour , Basile Mayeur , Michèle Sebag
[Research Report] RR-8836, INRIA; CNRS; Université Paris-Sud 11. 2015, pp.18
Rapport hal-01249377v1
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APRIL: Active Preference-learning based Reinforcement Learning

 Riad Akrour , Marc Schoenauer , Michèle Sebag
ECML PKDD 2012, Sep 2012, Bristol, United Kingdom. pp.116-131
Communication dans un congrès hal-00722744v1
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Interactive Robot Education

 Riad Akrour , Marc Schoenauer , Michèle Sebag
ECML/PKDD Workshop on Reinforcement Learning with Generalized Feedback: Beyond Numeric Rewards, Sep 2013, Berlin, Germany
Communication dans un congrès hal-00931347v1
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Preference-Based Policy Learning

 Riad Akrour , Marc Schoenauer , Michèle Sebag
European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Sep 2011, Athènes, Greece. pp.12-27
Communication dans un congrès inria-00625001v1
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Direct Value Learning: a Rank-Invariant Approach to Reinforcement Learning

 Basile Mayeur , Riad Akrour , Michèle Sebag
Autonomously Learning Robots, workshop at NIPS 2014, Gerhard Neumann (TU-Darmstadt) and Joelle Pineau (McGill University) and Peter Auer (Uni Leoben) and Marc Toussaint (Uni Stuttgart), Dec 2014, Montreal, Canada
Communication dans un congrès hal-01090982v1
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Optimal Interpretability-Performance Trade-off of Classification Trees with Black-Box Reinforcement Learning

 Hector Kohler , Riad Akrour , Philippe Preux
RR-9503, Inria Lille Nord Europe - Laboratoire CRIStAL - Université de Lille. 2023
Rapport hal-04060986v1
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Entropy Regularized Reinforcement Learning with Cascading Networks

 Riccardo Della Vecchia , Alena Shilova , Philippe Preux , Riad Akrour
[Research Report] 7003, Inria Lille Nord Europe - Laboratoire CRIStAL - Université de Lille. 2022, pp.16
Rapport hal-03793130v1
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Anti Imitation-Based Policy Learning

 Michèle Sebag , Riad Akrour , Basile Mayeur , Marc Schoenauer
Machine Learning and Knowledge Discovery in Databases - European Conference, ECML-PKDD 2016, Sep 2016, Riva del Garda, Afghanistan. pp.559 - 575, ⟨10.1007/978-3-319-46227-1_35⟩
Communication dans un congrès hal-01387652v1
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Programming by Feedback

 Riad Akrour , Marc Schoenauer , Michèle Sebag , Jean-Christophe Souplet
International Conference on Machine Learning, Jun 2014, Pékin, China. pp.1503-1511
Communication dans un congrès hal-00980839v1
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Direct Value Learning: a Preference-based Approach to Reinforcement Learning

 David Meunier , Yutaka Deguchi , Riad Akrour , Enoshin Suzuki , Marc Schoenauer , et al.
ECAI-12 Workshop on Preference Learning: Problems and Applications in AI, Aug 2012, Montpellier, France. pp.42-47
Communication dans un congrès hal-00932976v1
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