On actions that matter: Credit assignment and interpretability in reinforcement learning

J Ferret - 2022 - theses.hal.science
This thesis, written for the qualification of Doctor of Philosophy in Computer Science, studies
the question of the individual importance of actions in sequential decision-making, through …

Reinforcement learning for combinatorial optimization: leveraging uncertainty, structure and priors

N Grinsztajn - 2023 - theses.hal.science
Combinatorial optimization problems have been extensively studied due to their numerous
applications (planning, logistics, distribution, investment, production...) and their complexity …