Online Episodic Convex Reinforcement Learning

Bianca Marin Moreno, Khaled Eldowa, Pierre Gaillard +2

We study online learning in episodic finite-horizon Markov decision processes (MDPs) with convex objective functions, known as the concave utility reinforcement learning (CURL) pro…