Fast Rates for Maximum Entropy Exploration

Daniil Tiapkin, Denis Belomestny, Daniele Calandriello +7

We address the challenge of exploration in reinforcement learning (RL) when the agent operates in an unknown environment with sparse or no rewards. In this work, we study the maxim…