MetaCURL: Non-stationary Concave Utility Reinforcement Learning

Bianca Marin Moreno, Margaux Brégère, Pierre Gaillard +1

We explore online learning in episodic loop-free Markov decision processes on non-stationary environments (changing losses and probability transitions). Our focus is on the Concave…