, Anytime algorithms for solving possibilistic MDPs and hybrid MDPs, pp.24-41, 2016.
Axiomatic foundations for a class of generalized expected utility: algebraic expected utility, Proceedings of UAI'2006, pp.520-527, 2006. ,
URL : https://hal.archives-ouvertes.fr/hal-01351346
Great expectations. Part I: on the customizability of generalized expected utility, Proceedings of IJCAI'2003, pp.291-296, 2003. ,
Arguing for decisions: a qualitative model of decision making, Proceedings of UAI, pp.98-105, 1996. ,
Generalized qualitative probability: savage revisited, Proceedings of UAI'2005, pp.381-388, 1996. ,
, Theory of Games and Economic Behavior, 1948.
The Foundations of Statistics, 1954. ,
, Decision Analysis: Introductory Lectures on Choices Under Uncertainty, 1968.
, Markov Decision Processes, 1994.
Qualitative multi-armed bandits: a quantile-based approach, Proceedings of ICML'2015, pp.1660-1668, 2015. ,
Optimizing quantiles in preference-based Markov decision processes, Proceedings of AAAI'2017, pp.3569-3575, 2017. ,
Decision making with imprecise probabilities and utilities by means of statistical preference and stochastic dominance, Eur. J. Oper. Res, vol.234, pp.209-220, 2014. ,
Markov decision processes with ordinal rewards: reference point-based preferences, Proceedings of ICAPS'2011, pp.282-289, 2011. ,
URL : https://hal.archives-ouvertes.fr/hal-01285812
The k-armed dueling bandits problem, J. Comput. Syst. Sci, vol.78, issue.5, pp.1538-1556, 2012. ,
Two axiomatic approaches to decision making using possibility theory, Eur. J. Oper. Res, vol.162, pp.450-467, 2005. ,
Qualitative decision making under possibilistic uncertainty: toward more discriminating criteria, Proceedings of UAI'2005, pp.615-622, 2005. ,
URL : https://hal.archives-ouvertes.fr/hal-01486638
Decision-theoretic foundations of qualitative possibility theory, Eur. J. Oper. Res, vol.128, pp.459-478, 2001. ,
On the possibilistic-based decision model: characterization of preference relations under partial inconsistency, Appl. Intell, vol.14, pp.319-333, 2001. ,
Making decision in a qualitative setting: from decision under uncertainty to case-based decision, Proceedings of KR'1998, pp.594-605, 1998. ,
Possibility theory as a basis for qualitative decision theory, Proceedings of IJCAI'95, pp.1925-1930, 1995. ,
Possibilistic sequential decision making, Int. J. Approx. Reason, vol.55, pp.1269-1300, 2014. ,
URL : https://hal.archives-ouvertes.fr/hal-01118468
Structured possibilistic planning using decision diagrams, Proceedings of AAAI'2014, pp.2257-2263, 2014. ,
URL : https://hal.archives-ouvertes.fr/hal-01136897
Qualitative possibilistic mixed-observable MDPs, Proceedings of UAI'13, pp.192-201, 2013. ,
URL : https://hal.archives-ouvertes.fr/hal-01212921
Possibilistic Markov decision processes, Eng. Appl. Artif. Intell, vol.14, pp.287-300, 2001. ,
URL : https://hal.archives-ouvertes.fr/hal-02765775
Towards qualitative approaches to multi-stage decision making, Int. J. Approx. Reason, vol.19, pp.441-471, 1998. ,
URL : https://hal.archives-ouvertes.fr/hal-02695199
Qualitative decision under uncertainty: back to expected utility, Artif. Intell, vol.164, pp.245-280, 2005. ,
URL : https://hal.archives-ouvertes.fr/hal-02679268
, Lexicographic refinements in possibilistic decision trees, pp.202-208, 2016.
URL : https://hal.archives-ouvertes.fr/hal-01445237
Lexicographic refinements in possibilistic Markov decision processes: the finite horizon case, Proceedings of LFA'2016, 2016. ,
The Foundations of Statistics, 1954. ,
Fuzzy sets, Inf. Control, vol.8, pp.338-353, 1965. ,
, A Mathematical Theory of Evidence, 1976.
Fuzzy sets as a basis for theory of possibility, Fuzzy Sets Syst, vol.1, pp.3-28, 1978. ,
, Possibility Theory: An Approach to Computerized Processing of Uncertainty, 1988.
, Possibilistic influence diagrams, pp.372-376, 2006.
URL : https://hal.archives-ouvertes.fr/hal-02661247
, Dynamic Programming, 1957.
A possibilistic model for qualitative sequential decision problems under uncertainty in partially observable environments, Proceedings of UAI'1999, pp.567-574, 1999. ,
, Axioms of Cooperative Decision Making, 1988.
Possibilistic and standard probabilistic semantics of conditional knowledge bases, J. Log. Comput, vol.9, pp.873-895, 1999. ,
Diverse confidence levels in a probabilistic semantics for conditional logics, Artif. Intell, vol.113, pp.269-279, 1999. ,
Efficient policies for stationary possibilistic Markov decision processes, Proceedings of ECSQARU'2017, 2017. ,
URL : https://hal.archives-ouvertes.fr/hal-02863813
Reinforcement Learning: An Introduction, 1998. ,
Towards possibilistic reinforcement learning algorithms, Proceedings of IEEE Fuzzy Systems, pp.404-407, 2001. ,
Refinements of the maximin approach to decision-making in fuzzy environment, Fuzzy Sets Syst, vol.81, pp.103-122, 1996. ,