Posted in 2018

Policy Gradient Demystified

• Jul 16, 2018
• Abhinav Moudgil
• reinforcement learning pytorch

This is a simple explanation of Policy Gradient algorithm in Reinforcement Learning (RL). First, some background of Supervised Learning is presented and then, Policy Gradient method is studied as an extension to the Supervised Learning formulation. The blog post will clarify some of the notations usually covered in Reinforcement Learning lectures and build the basics for studying advanced RL algorithms.

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