Zooming for Efficient Model-Free Reinforcement Learning in Metric Spaces

Ahmed Touati, Adrien Ali Taiga, Marc G. Bellemare

Despite the wealth of research into provably efficient reinforcement learning algorithms, most works focus on tabular representation and thus struggle to handle exponentially or in…