Reinforcement Learning with Probabilistically Complete Exploration

Philippe Morere, Gilad Francis, Tom Blau +1

Balancing exploration and exploitation remains a key challenge in reinforcement learning (RL). State-of-the-art RL algorithms suffer from high sample complexity, particularly in th…