Univ. Lille, CNRS, Inria, Centrale Lille, UMR 9198-CRIStAL, F-59000 Lille, France
Fabien Pesquerel, Odalric-Ambrym Maillard
Reinforcement Learning;sequential learning;average-reward;lower bound;regret minimization;upper bound;optimal;Bandit;ergodic
IMED-RL: Regret optimal learning of ergodic Markov decision processes