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authFullName_s : Paul Weng

Exploiting non-standard preference structures in Markov Decision Processes

Paul Weng
16th European Conference on Artificial Intelligence Workshop Multi-Agent Decision Processes: Theories and Models, Aug 2004, Valencia, Spain. pp.34-40
Conference papers hal-01503513v1
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Algebraic Markov Decision Processes

Patrice Perny , Olivier Spanjaard , Paul Weng
19th International Joint Conference on Artificial Intelligence, Jul 2005, Edinburgh, United Kingdom. pp.1372-1377
Conference papers hal-01492606v1

Apprentissage de politique par minimisation de regret

Emmanuel Hadoux , Aurélie Beynier , Paul Weng
14ème Congrès de la Société Française de Recherche Opérationnelle et d'Aide à la Décision (ROADEF 2013), Feb 2013, Troyes, France
Conference papers hal-01215990v1

Qualitative Decision-Making Under Possibilistic Uncertainty: Toward More Discriminating Criteria

Paul Weng
UAI 2005 - 21st International Conference on Uncertainty in Artificial Intelligence, Jul 2005, Edinburgh, United Kingdom. pp.615-622
Conference papers hal-01486638v1
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Model-Free Reinforcement Learning with Skew-Symmetric Bilinear Utilities

Hugo Gilbert , Bruno Zanuttini , Paolo Viappiani , Paul Weng , Esther Nicart et al.
32nd Conference on Uncertainty in Artificial Intelligence (UAI~2016), Jun 2016, New York City, United States
Conference papers hal-01356085v1

On WOWA Rank Reversal

Wlodzimierz Ogryczak , Patrice Perny , Paul Weng
International Conference on Modelling Decisions for Artificial Intelligence, Nov 2012, Girona, Catalonia, Spain. pp.66-77, ⟨10.1007/978-3-642-34620-0_8⟩
Conference papers hal-01282280v1
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Teacher-Student Framework: a Reinforcement Learning Approach

Matthieu Zimmer , Paolo Viappiani , Paul Weng
AAMAS Workshop Autonomous Robots and Multirobot Systems, May 2014, Paris, France
Conference papers hal-01215273v1

Processus de Décision Markoviens et préférences non classiques

Paul Weng
Revue des Sciences et Technologies de l'Information - Série RIA : Revue d'Intelligence Artificielle, 2006, 20 (2), pp.411-432. ⟨10.3166/ria.20.411-432⟩
Journal articles istex hal-01170255v1

Reinforcement Learning

Olivier Buffet , Olivier Pietquin , Paul Weng
A Guided Tour of Artificial Intelligence Research - Volume 1, Springer International Publishing, pp.389-414, 2020, 978-3-030-06164-7. ⟨10.1007/978-3-030-06164-7_12⟩
Book sections hal-03323382v1

On Minimizing Ordered Weighted Regrets in Multiobjective Markov Decision Processes

Wlodzimierz Ogryczak , Patrice Perny , Paul Weng
2nd International Conference on Algorithmic Decision Theory (ADT'11), Oct 2011, Piscataway, NJ, United States. pp.190-204, ⟨10.1007/978-3-642-24873-3_15⟩
Conference papers istex hal-01285802v1

Markov Decision Processes with Ordinal Rewards: Reference Point-Based Preferences

Paul Weng
International Conference on Automated Planning and Scheduling, Jan 2011, Freiburg, Germany. pp.282-289
Conference papers hal-01285812v1

Approximation of Lorenz-Optimal Solutions in Multiobjective Markov Decision Processes

Patrice Perny , Paul Weng , Judy Goldsmith , Josiah Hanna
Conference on Uncertainty in Artificial Intelligence, UAI 2013, Jul 2013, Bellevue, Washington, United States. pp.Id 208
Conference papers hal-01216091v1

Processus de Décision Markoviens en présence de préférences non classiques

Paul Weng
Francoro IV, Aug 2004, Fribourg, Suisse. pp.111-111
Conference papers hal-01503249v1
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Improving Subtour Elimination Constraint Generation in Branch-and-Cut Algorithms for the TSP with Machine Learning

Thi Quynh Trang Vo , Mourad Baiou , Viet Hung Nguyen , Paul Weng
17th learning and intelligent optimization conference, Jun 2023, Nice, France
Conference papers hal-04102680v1

Functional Reward Markov Decision Processes: Theory and Applications

Paul Weng , Olivier Spanjaard
International Journal on Artificial Intelligence Tools, 2017, 26 (03), ⟨10.1142/S0218213017600144⟩
Journal articles hal-01560264v1

A Compromise Programming Approach to Multiobjective Markov Decision Processes

Wlodzimierz Ogryczak , Patrice Perny , Paul Weng
International Conference on Multicriteria Decision Making, Jun 2011, Jyvaskyla, Finland. pp.167-167
Conference papers hal-01282525v1
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Committee Selection with a Weight Constraint Based on a Pairwise Dominance Relation

Charles Delort , Olivier Spanjaard , Paul Weng
2nd International Conference on Algorithmic Decision Theory (ADT'11), Oct 2011, Piscataway, NJ, United States. pp.28-41, ⟨10.1007/978-3-642-24873-3_3⟩
Conference papers hal-01285704v1

Preference-based Evolutionary Direct Policy Search

Robert Busa-Fekete , Balázs Szorenyi , Paul Weng , Weiwei Cheng , Eyke Hüllermeier et al.
ICRA Autonomous Learning Workshop, May 2013, Karlsruhe, Germany
Conference papers hal-01216088v1

An Axiomatic Approach to Qualitative Decision Theory with Binary Possibilistic Utility

Paul Weng
17th European Conference on Artificial Intelligence, Aug 2006, Riva del Garda, Italy. pp.467-471
Conference papers hal-01351344v1

Préférences unimodales fondées sur la matrice des préférences nettes : caractérisation et étude expérimentale

Olivier Spanjaard , Paul Weng
16ème congrès annuel de la Société française de recherche opérationnelle et d’aide à la décision (ROADEF), Feb 2015, Marseille, France
Conference papers hal-01214857v1
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Sequential Decision-Making under Non-stationary Environments via Sequential Change-point Detection

Emmanuel Hadoux , Aurélie Beynier , Paul Weng
Learning over Multiple Contexts (LMCE), Sep 2014, Nancy, France
Conference papers hal-01200817v1
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Solving MDPs with Skew Symmetric Bilinear Utility Functions

Hugo Gilbert , Olivier Spanjaard , Paolo Viappiani , Paul Weng
24th International Joint Conference on Artificial Intelligence (IJCAI-15), Jul 2015, Buenos Aires, Argentina. pp.1989-1995
Conference papers hal-01212802v1
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A comparative study of linearization methods for Ordered Weighted Average

Thi Quynh Trang Vo , Mourad Baiou , Viet Hung Nguyen , Paul Weng
International Workshop on Resilient Networks Design and Modeling, Sep 2022, Compiegne, France
Conference papers hal-03814753v1
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Qualitative Multi-Armed Bandits: A Quantile-Based Approach

Balazs Szorenyi , Róbert Busa-Fekete , Paul Weng , Eyke Hüllermeier
32nd International Conference on Machine Learning, Jul 2015, Lille, France. pp.1660-1668
Conference papers hal-01204708v1
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Preference-based reinforcement learning: evolutionary direct policy search using a preference-based racing algorithm

Róbert Busa-Fekete , Balázs Szörényi , Paul Weng , Weiwei Cheng , Eyke Hüllermeier et al.
Machine Learning, 2014, 97 (3), pp.327-351. ⟨10.1007/s10994-014-5458-8⟩
Journal articles hal-01079370v1

Conditions générales pour l'admissibilité de la programmation dynamique dans la décision séquentielle possibiliste

Paul Weng
Revue des Sciences et Technologies de l'Information - Série RIA : Revue d'Intelligence Artificielle, 2007, 21 (1), pp.129-143. ⟨10.3166/ria.21.129-143⟩
Journal articles istex hal-01170239v1

Non-Standard Criteria

Matthieu Boussard , Maroua Bouzid , Abdel-Illah Mouaddib , Régis Sabbadin , Paul Weng et al.
Markov Decision Processes in Artificial Intelligence, Wiley, pp.319-359, 2010, 978-1-84821-167-4
Book sections hal-01291280v1

Solving Hidden-Semi-Markov-Mode Markov Decision Problems

Emmanuel Hadoux , Aurélie Beynier , Paul Weng
AAMAS Workshop Adaptative Learning Agents, ALA 2014, May 2014, Paris, France
Conference papers hal-01215264v1

Processus décisionnels de Markov avec un tournoi valué sur les politiques

Hugo Gilbert , Olivier Spanjaard , Paolo Viappiani , Paul Weng
16ème congrès annuel de la Société française de recherche opérationnelle et d’aide à la décision (ROADEF), Feb 2015, Marseille, France
Conference papers hal-01214859v1

Fondations axiomatiques d'une classe d'utilité espérée généralisée : l'utilité espérée algébrique

Paul Weng
Journées Francophones sur la Planification, la Décision et l'Apprentissage pour la Conduite de Systèmes, May 2006, Toulouse, France. pp.73-80
Conference papers hal-01351342v1