Efficient Model-free Reinforcement Learning in Metric Spaces

Zhao Song, Wen Sun

Model-free Reinforcement Learning (RL) algorithms such as Q-learning [Watkins, Dayan 92] have been widely used in practice and can achieve human level performance in applications s…