Finite Trials Convex Reinforcement Learning

Convex Reinforcement Learning in Finite Trials Mirco Mutti, Riccardo De Santi, Piersilvio De Bartolomeis, Marcello Restelli; 24(250):1−42, 2023. Abstract Convex Reinforcement Learning (RL) is a framework that extends the standard RL objective to include any convex (or...

Overcoming the Curse of Dimensionality

Beating the Curse of Dimensionality: A Method for High-dimensional Parameter Learning Authors: Ning Ning, Edward L. Ionides; Published in Journal of Machine Learning Research, Volume 24, Issue 82, Pages 1-76, 2023. Abstract Learning parameters in high-dimensional,...