Abstract: In this paper, we propose a policy gradient reinforcement learning method which directly estimates the gradient of the state value function (V-function) with respect to a feedback ...

Abstract: This paper presents an improved stability condition for neural networks with a time-varying delay. First, an improved Lyapunov-Krasovskii functional (LKF) is constructed by introducing the ...