Stepsize Learning for Policy Gradient Methods in Contextual Markov Decision Processes

Luca Sabbioni, Francesco Corda, Marcello Restelli

Policy-based algorithms are among the most widely adopted techniques in model-free RL, thanks to their strong theoretical groundings and good properties in continuous action spaces…