Accelerating Policy Gradient by Estimating Value Function from Prior Computation in Deep Reinforcement Learning

Md Masudur Rahman, Yexiang Xue

This paper investigates the use of prior computation to estimate the value function to improve sample efficiency in on-policy policy gradient methods in reinforcement learning. Our…