No-Regret Reinforcement Learning in Smooth MDPs

no code implementations • 6 Feb 2024 • Davide Maran, Alberto Maria Metelli, Matteo Papini, Marcello Restell

Obtaining no-regret guarantees for reinforcement learning (RL) in the case of problems with continuous state and/or action spaces is still one of the major open challenges in the field.

reinforcement-learning Reinforcement Learning (RL)