Policy Space Identification in Configurable Environments

Alberto Maria Metelli, Guglielmo Manneschi, Marcello Restelli

We study the problem of identifying the policy space of a learning agent, having access to a set of demonstrations generated by its optimal policy. We introduce an approach based o…