As a result, the time derivative of the L–K functional is estimated by a novel quadratic function on the time-varying delay. Moreover, a simple way is introduced to calculate the coefficients of a ...

Abstract: This note presents a (new) basic formula for sample-path-based estimates for performance gradients for Markov systems (called policy gradients in reinforcement learning literature). With ...