Hossein Nejatbakhsh Esfahani

Quasi-Newton Iteration in Deterministic Policy Gradient

2022 · arXiv (Cornell University)

This paper presents a model-free approximation for the Hessian of the performance of deterministic policies to use in the context of Reinforcement Learning based on Quasi-Newton steps in the policy parameters. We show that the …