25 citations · 61 across the 4 of their papers we have counts for
5 papers
Bayesian preference elicitation for multiobjective combinatorial optimization
Nadjet Bourdache, Patrice Perny, Olivier Spanjaard
We introduce a new incremental preference elicitation procedure able to deal with noisy responses of a Decision Maker (DM). The originality of the contribution is to propose a Baye…
Approximation of Lorenz-Optimal Solutions in Multiobjective Markov Decision Processes
Patrice Perny, Paul Weng, Judy Goldsmith +1
This paper is devoted to fair optimization in Multiobjective Markov Decision Processes (MOMDPs). A MOMDP is an extension of the MDP model for planning under uncertainty while tryin…
Qualitative Models for Decision Under Uncertainty without the Commensurability Assumption
Helene Fargier, Patrice Perny
This paper investigates a purely qualitative version of Savage's theory for decision making under uncertainty. Until now, most representation theorems for preference over acts rely…
An Axiomatic Approach to Robustness in Search Problems with Multiple Scenarios
Patrice Perny, Olivier Spanjaard
This paper is devoted to the search of robust solutions in state space graphs when costs depend on scenarios. We first present axiomatic requirements for preference compatibility w…
Search for Choquet-optimal paths under uncertainty
Lucie Galand, Patrice Perny
Choquet expected utility (CEU) is one of the most sophisticated decision criteria used in decision theory under uncertainty. It provides a generalisation of expected utility enhanc…