Abstract: In this paper, we study the convergence properties of the natural gradient methods. By reviewing the mathematical condition for the equivalence between the Fisher information matrix and the ...

Abstract: The policy-based methods have achieved remarkable success in solving challenging reinforcement learning (RL) problems. Among these methods, the off-policy policy gradient (OPPG) methods are ...