Policy Gradient using Weak Derivatives for Reinforcement Learning

Sujay Bhatt, Alec Koppel, Vikram Krishnamurthy

This paper considers policy search in continuous state-action reinforcement learning problems. Typically, one computes search directions using a classic expression for the policy g…