Policy Gradient(Reinforce)using Tensorflow2

In this article, we will be discussing what is Policy gradients and how to implement policy gradients using tensorflow2. There are three main points in the policy gradient algorithm. By considering the above three principles, we can implement the policy gradient using TensorFlow. We are dividing our source code into two parts. Policy gradient takes the current state as input and outputs probabilities for all actions.