How do Offline Measures for Exploration in Reinforcement Learning behave?

Jakob J. Hollenstein, Sayantan Auddy, Matteo Saveriano +2

Sufficient exploration is paramount for the success of a reinforcement learning agent. Yet, exploration is rarely assessed in an algorithm-independent way. We compare the behavior…