Challenging Common Assumptions in Convex Reinforcement Learning

Mirco Mutti, Riccardo De Santi, Piersilvio De Bartolomeis +1

The classic Reinforcement Learning (RL) formulation concerns the maximization of a scalar reward function. More recently, convex RL has been introduced to extend the RL formulation…