SYSU-CMU JIE
SYSU-CMU JRI
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2017
Journal Article Hierarchical Electric Vehicle Charging Aggregator Strategy Using Dantzig-Wolfe Decomposition Amini, M. Hadi; McNamara, Paul; Weng, Paul; Karabasoglu, Orkun; Xu, Yinliang; IEEE Design & Test BibTex Conference Proceedings Multi-objective Bandits: Optimizing the Generalized Gini Index Busa-Fekete, Róbert; Szörenyi, Balázs; Weng, Paul; Mannor, Shie; ICML pdf BibTex Conference Proceedings Optimizing Quantiles in Preference-based Markov Decision Processes Gilbert, Hugo; Weng, Paul; Xu, Yan; AAAI Conference on Artificial Intelligence pdf BibTex Conference Proceedings An Efficient Primal-Dual Algorithm for Fair Combinatorial Optimization Problems Nguyen, Viet Hung; Weng, Paul; COCOA BibTex Conference Proceedings Optimal Threshold Policies for Robust Data Center Control Weng, Paul; Qiu, Zeqi; Costanzo, John; Yin, Xiaoqi; Sinopoli, Bruno; AETA 2017, Lecture Notes in Electrical Engineering series pdf BibTex Journal Article Functional Reward Markov Decision Processes: Theory and Applications Weng, Paul; Spanjaard, Olivier; International Journal on Artificial Intelligence Tools pdf BibTex
2016
Conference Proceedings Optimizing the Generalized Gini Index in Multi-objective Bandits Busa-Fekete, Róbert; Weng, Paul; Karabasoglu, Orkun; Szörenyi, Balázs; EURO mini conference: DA2PL (From Multiple Criteria Decision Aid to Preference Learning) pdf BibTex Conference Proceedings Quantile Reinforcement Learning Gilbert, Hugo; Weng, Paul; Asian Workshop on Reinforcement Learning pdf BibTex Conference Proceedings Model-Free Reinforcement Learning with Skew-Symmetric Bilinear Utilities Gilbert, Hugo; Zanuttini, Bruno; Viappiani, Paolo; Weng, Paul; Nicart, Esther; International Conference on Uncertainty in Artificial Intelligence (UAI) pdf BibTex Conference Proceedings Finding Risk-averse Shortest Path with Time-dependent Stochastic Costs Li, Dajian; Weng, Paul; Karabasoglu, Orkun; Multi-Disciplinary International Workshop on Artificial Intelligence (MIWAI) Lecture Notes in Artificial Intelligence pdf BibTex Conference Proceedings Efficient Algorithm for Fair Perfect Matching Nguyen, Viet Hung; Weng, Paul; PGMO Days BibTex Conference Proceedings Single-peakedness Based on the Net Preference Matrix: Characterization and Algorithms Spanjaard, Olivier; Weng, Paul; International Workshop on Computational Social Choice (COMSOC) pdf BibTex Conference Proceedings From Preference-based to Multiobjective Sequential Decision-making Weng, Paul; Multi-Disciplinary International Workshop on Artificial Intelligence (MIWAI) Lecture Notes in Artificial Intelligence pdf BibTex
2015
Conference Proceedings Processus décisionnels de Markov avec un tournoi valué sur les politiques Gilbert, Hugo; Spanjaard, Olivier; Viappiani, Paolo; Weng, Paul; ROADEF BibTex Conference Proceedings Reducing the Number of Queries in Interactive Value Iteration Gilbert, Hugo; Spanjaard, Olivier; Viappiani, Paolo; Weng, Paul; International Conference on Algorithmic Decision Theory (ADT) pdf BibTex Conference Proceedings Solving MDPs with Skew Symmetric Bilinear Utility Functions Gilbert, Hugo; Spanjaard, Olivier; Viappiani, Paolo; Weng, Paul; International Joint Conference in Artificial Intelligence (IJCAI) pdf BibTex Conference Proceedings Optimization of probabilistic argumentation with Markov Decision Models Hadoux, Emmanuel; Beynier, Aurélie; Maudet, Nicolas; Weng, Paul; Hunter, Anthony; International Joint Conference on Artificial Intelligence (IJCAI) pdf BibTex Conference Proceedings Préférences unimodales fondées sur la matrice des préférences nettes : caractérisation et étude expérimentale Spanjaard, Olivier; Weng, Paul; ROADEF BibTex Conference Proceedings Qualitative Multi-Armed Bandits: A Quantile-Based Approach Szörenyi, Balázs; Busa-Fekete, Róbert; Weng, Paul; Hüllermeier, Eyke; International Conference on Machine Learning (ICML) pdf BibTex
2014
Journal Article Preference-based Reinforcement Learning: Evolutionary Direct Policy Search using a Preference-based Racing Algorithm Busa-Fekete, Róbert; Szörenyi, Balázs; Weng, Paul; Cheng, Weiwei; Hüllermeier, Eyke; Machine Learning pdf BibTex Conference Proceedings Prise de décision séquentielle en environnements incertains et non stationnaires Hadoux, Emmanuel; Beynier, Aurélie; Weng, Paul; ROADEF BibTex Conference Proceedings Solving Hidden-Semi-Markov-Mode Markov Decision Problems Hadoux, Emmanuel; Beynier, Aurélie; Weng, Paul; International Conference on Scalable Uncertainty Management (SUM) Lecture Notes in Artificial Intelligence pdf BibTex Conference Proceedings Sequential Decision-Making under Non-stationary Environments via Sequential Change-point Detection Hadoux, Emmanuel; Beynier, Aurélie; Weng, Paul; International Workshop on Learning over Multiple Contexts @ ECML pdf BibTex Conference Proceedings Solving Hidden-Semi-Markov-Mode Markov Decision Problems Hadoux, Emmanuel; Beynier, Aurélie; Weng, Paul; Workshop Adaptative Learning Agents @ AAMAS pdf BibTex Conference Proceedings Teacher-Student Framework: a Reinforcement Learning Approach Zimmer, Matthieu; Viappiani, Paolo; Weng, Paul; Workshop Autonomous Robots and Multirobot Systems @ AAMAS pdf BibTex
2013
Conference Proceedings Preference-based Evolutionary Direct Policy Search Busa-Fekete, Róbert; Szörenyi, Balázs; Weng, Paul; Cheng, Weiwei; Hüllermeier, Eyke; Autonomous Learning Workshop @ ICRA pdf BibTex Conference Proceedings Preference-Based Reinforcement Learning Busa-Fekete, Róbert; Szörenyi, Balázs; Weng, Paul; Cheng, Weiwei; Hüllermeier, Eyke; European Workshop on Reinforcement Learning (EWRL), Dagstuhl Seminar BibTex Conference Proceedings Top-k Selection based on Adaptive Sampling of Noisy Preferences Busa-Fekete, Róbert; Szörenyi, Balázs; Weng, Paul; Cheng, Weiwei; Hüllermeier, Eyke; International Conference on Machine Learning (ICML) pdf BibTex Conference Proceedings Apprentissage de politique par minimisation de regret Hadoux, Emmanuel; Beynier, Aurélie; Weng, Paul; ROADEF BibTex Conference Proceedings Optimisation non linéaire dans les problèmes de couplage Nguyen, Viet Hung; Weng, Paul; ROADEF BibTex Conference Proceedings A primal-dual approach for optimizing ordered weighted average in perfect matching problems Nguyen, Viet Hung; Weng, Paul; International Conference on Multiple Criteria Decision Making (MCDM) BibTex Journal Article A Compromise Programming Approach to Multiobjective Markov Decision Processes Ogryczak, Wlodzimierz; Perny, Patrice; Weng, Paul; International Journal of Information Technology & Decision Making pdf BibTex Conference Proceedings Approximation of Lorenz-optimal solutions in multiobjective Markov decision processes Perny, Patrice; Weng, Paul; Goldsmith, Judy; Hanna, Josiah; AAAI - Late Breaking Paper BibTex Conference Proceedings Approximation of Lorenz-optimal solutions in multiobjective Markov decision processes Perny, Patrice; Weng, Paul; Goldsmith, Judy; Hanna, Josiah; International Conference on Uncertainty in Artificial Intelligence (UAI) pdf BibTex Conference Proceedings Markov Decision Processes with Functional Rewards Spanjaard, Olivier; Weng, Paul; Multi-disciplinary International Workshop on Artificial Intelligence (MIWAI) Lecture Notes in Artificial Intelligence pdf BibTex Conference Proceedings Axiomatic Foundations of Generalized Qualitative Utility Weng, Paul; Multi-disciplinary International Workshop on Artificial Intelligence (MIWAI) Lecture Notes in Artificial Intelligence pdf BibTex Conference Proceedings Interactive Q-Learning with Ordinal Rewards and Unreliable Tutor Weng, Paul; Busa-Fekete, Róbert; Hüllermeier, Eyke; Workshop Reinforcement Learning with Generalized Feedback @ ECML/PKDD pdf BibTex Conference Proceedings Interactive value iteration for Markov decision processes with unknown rewards Weng, Paul; Zanuttini, Bruno; International Joint Conference in Artificial Intelligence (IJCAI) pdf BibTex
2012
Conference Proceedings On WOWA Rank Reversal Ogryczak, Wlodzimierz; Perny, Patrice; Weng, Paul; International Conference on Modeling Decisions for Artificial Intelligence (MDAI) Lecture Notes in Artificial Intelligence pdf BibTex Conference Proceedings Ordinal Decision Models for Markov Decision Processes Weng, Paul; European Conference on Artificial Intelligence (ECAI) pdf BibTex
2011
Conference Proceedings Committee Selection with a Weight Constraint Based on a Pairwise Dominance Relation Delort, Charles; Spanjaard, Olivier; Weng, Paul; International Conference on Algorithmic Decision Theory (ADT) Lecture Notes in Artificial Intelligence pdf BibTex Conference Proceedings Sélection d'un comité fondée sur une classification ordinale des individus Delort, Charles; Spanjaard, Olivier; Weng, Paul; ROADEF BibTex Conference Proceedings On Minimizing Ordered Weighted Regrets in Multiobjective Markov Decision Processes Ogryczak, Wlodzimierz; Perny, Patrice; Weng, Paul; International Conference on Algorithmic Decision Theory (ADT) Lecture Notes in Artificial Intelligence pdf BibTex Conference Proceedings A Compromise Programming Approach to Multiobjective Markov Decision Processes Ogryczak, Wlodzimierz; Perny, Patrice; Weng, Paul; International Conference on Multiple Criteria Decision Making (MCDM) pdf BibTex Conference Proceedings Markov Decision Processes with Ordinal Rewards: Reference Point-Based Preferences Weng, Paul; International Conference on Automated Planning and Scheduling (ICAPS) pdf BibTex
2010
Book Section Non-Standard Criteria Boussard, Matthieu; Bouzid, Maroua; Mouaddib, Abdel-Illah; Sabbadin, Régis; Weng, Paul; Markov Decision Processes in Artificial Intelligence BibTex Conference Proceedings On finding compromise solutions in multiobjective Markov decision processes Perny, Patrice; Weng, Paul; Multidisciplinary Workshop on Advances in Preference Handling (MPREF) @ European Conference on Artificial Intelligence (ECAI) pdf BibTex Conference Proceedings On finding compromise solutions in multiobjective Markov decision processes Perny, Patrice; Weng, Paul; European Conference in Artificial Intelligence (short paper) BibTex Journal Article Processus Décisionnels de Markov : des récompenses ordinales au multicritère Weng, Paul; Revue d'Intelligence Artificielle pdf BibTex Conference Proceedings Politiques de meilleur compromis dans les processus décisionnels de Markov multicritères Weng, Paul; ROADEF BibTex
2008
Book Section Critères non classiques Boussard, Matthieu; Bouzid, Maroua; Mouaddib, Abdel-Illah; Sabbadin, Régis; Weng, Paul; Processus décisionnels de Markov en intelligence artificielle BibTex
2007
Journal Article Conditions générales pour l'admissibilité de la programmation dynamique dans la décision séquentielle possibiliste Weng, Paul; Revue d'intelligence artificielle pdf BibTex
2006
Journal Article Processus de décision markoviens et préférences non classiques Weng, Paul; Revue d'intelligence artificielle pdf BibTex Conference Proceedings An axiomatic approach to qualitative decision theory with binary possibilistic utility Weng, Paul; European Conference on Artificial Intelligence (ECAI) pdf BibTex Conference Proceedings Fondements axiomatiques d'une classe d'utilité espérée généralisée : l'utilité espérée algébrique Weng, Paul; Journées Francophones sur la Planification, la Décision et l'Apprentissage pour la Conduite de Systèmes pdf BibTex PhD Thesis Modèles qualitatifs et approches algébriques pour la décision dans l'incertain : fondements axiomatiques et application à la décision séquentielle Weng, Paul; BibTex Conference Proceedings Axiomatic foundations for a class of generalized expected utility: Algebraic expected utility Weng, Paul; International Conference on Uncertainty in Artificial Intelligence (UAI) pdf BibTex
2005
Conference Proceedings Algebraic Markov Decision Processes Perny, Patrice; Spanjaard, Olivier; Weng, Paul; International Joint Conference in Artificial Intelligence (IJCAI) pdf BibTex Conference Proceedings Décision séquentielle dans l'incertain possibiliste Weng, Paul; Journées des Processus de Décision Markoviens et Intelligence Artificielle BibTex Conference Proceedings Qualitative decision making under possibilistic uncertainty: Toward more discriminating criteria Weng, Paul; International Conference on Uncertainty in Artificial Intelligence (UAI) pdf BibTex
2004
Conference Proceedings Markov decision processes with non classic preferences Weng, Paul; Workshop in Multi-Agent MDPs: Theories and Models @ European Conference in Artificial Intelligence (ECAI) BibTex Conference Proceedings Processus de décision markoviens en présence de préférences non-classiques Weng, Paul; FRANCORO BibTex Conference Proceedings Processus de décision markoviens et préférences non-classiques Weng, Paul; Journée des Processus de Décision Markoviens et Intelligence Artificielle BibTex