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 ...
1 Jilin Ginseng Academy, Changchun University of Chinese Medicine, Changchun, China 2 The Affiliated Hospital Changchun University of Chinese Medicine, Changchun University of Chinese Medicine, ...