4 papers
Stackelberg-Pareto Synthesis with Quantitative Reachability Objectives
Thomas Brihaye, Véronique Bruyère, Gaspard Reghem
In this paper, we deepen the study of two-player Stackelberg games played on graphs in which Player announces a strategy and Player , having several objectives, responds rat…
Multi-weighted Reachability Games and Their Application to Permissiveness
Thomas Brihaye, Aline Goeminne
We study two-player multi-weighted reachability games played on a finite directed graph, where an agent, called P1, has several quantitative reachability objectives that he wants t…
Risk-aware Markov Decision Processes Using Cumulative Prospect Theory
Thomas Brihaye, Krishnendu Chatterjee, Stefanie Mohr +1
Cumulative prospect theory (CPT) is the first theory for decision-making under uncertainty that combines full theoretical soundness and empirically realistic features [P.P. Wakker…
Decisiveness for countable MDPs and insights for NPLCSs and POMDPs
Nathalie Bertrand, Patricia Bouyer, Thomas Brihaye +2
Markov chains and Markov decision processes (MDPs) are well-established probabilistic models. While finite Markov models are well-understood, analysing their infinite counterparts…