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A distance for probability spaces, and long-term values in Markov Decision Pr...
Given a finite set $K$, we denote by $X=\Delta(K)$ the set of probabilities on $K$ and by $Z=\Delta_f(X)$ the set of Borel probabilities on $X$ with finite support.... -
Capacity Reservation and Cancellation of Critical Resources
International audience -
The max-plus Martin boundary
We develop an idempotent version of probabilistic potential theory. The goal is to describe the set of max-plus harmonic functions, which give the stationary solutions... -
Control of Buffer and Energy of a Wireless Device: Closed and Open Loop Appro...
We consider a decision problem faced by an energy limited wireless device that operates in discrete time. There is some external arrival to the device's transmit... -
Contract and advance cancellation of MRI time slots for stroke patients
International audience -
Optimal control of a production-inventory system with product returns
International audience -
Optimization of Partially Observable Systems in Wireless Networks : Game Theo...
Since delay-sensitive and bandwidth-intense multimedia applications have emerged in the Internet, the demand for network resources has seen a steady increase during... -
Optimizing contracted resource capacity with two advance cancelation modes
International audience -
Contributions to Simulation-based High-dimensional Sequential Decision Making
My thesis is entitled "Contributions to Simulation-based High-dimensional Sequential Decision Making". The context of the thesis is about games, planning and Markov... -
Decision Making under Uncertainty: A Quasimetric Approach
International audience -
Admission control in a pure loss healthcare network: MDP and DES approach
International audience -
Bayesian updating for road maintenance optimization
International audience -
State Aggregation for Solving Markov Decision Problems - An Application to Mo...
Colloque avec actes et comité de lecture. -
Décomposition d'un processus décisionnel de Markov à l'aide d'un graphe
Colloque avec actes et comité de lecture. nationale. -
Open-Loop routing to M parallel servers with no buffer
Article dans revue scientifique avec comité de lecture. -
Décomposition d'un Processus Décisionnel de Markov à l'aide d'un Graphe
Colloque avec actes et comité de lecture. nationale. -
Building Efficient Partial Plans using Markov Decision Processes
Colloque avec actes et comité de lecture. internationale. -
Computational Aspects of Learning, Reasoning, and Deciding
We present results and research projects about the computational aspects of classical problems in Artificial Intelligence. We are interested in the setting of agents... -
Apprentissage par renforcement pour la conception de Systèmes Multi-Agents Ré...
Colloque avec actes et comité de lecture. internationale.
