Actively Learning Reinforcement Learning: A Stochastic Optimal Control Approach

Mohammad S. Ramadan, Mahmoud A. Hayajnh, Michael T. Tolley +1

In this paper we propose a framework towards achieving two intertwined objectives: (i) equipping reinforcement learning with active exploration and deliberate information gathering…