2 papers
stat.ME2025
Bridging Impulse Control of Piecewise Deterministic Markov Processes and Markov Decision Processes: Frameworks, Extensions, and Open Challenges
Alice Cleynen, Benoîte de Saporta, Orlane Rossini +2
Control theory plays a pivotal role in understanding and optimizing the behavior of complex dynamical systems across various scientific and engineering disciplines. Two key framewo…
math.OC2024
Medical follow-up optimization: A Monte-Carlo planning strategy
Benoîte de Saporta, Aymar Thierry d'Argenlieu, Régis Sabbadin +1
Designing patient-specific follow-up strategy is a crucial step towards personalized medicine in cancer. Tools to help doctors deciding on treatment allocation together with next v…