Univ. Grenoble Alpes, Inria, CNRS, Grenoble INP, LIG, 38000 Grenoble, France
Jonatha Anselmi, Bruno Gaujal, Louis-Sébastien Rebuffi
Markov decision processes;structured reinforcement learning;regret analysis;queueing systems
Reinforcement Learning in a Birth and Death Process: Breaking the Dependence on the State Space