Vanilla Actor Critic

This implements a vanilla actor critic architecture.

Architecture

This is a simple actor critic architecture. Actor and critic networks share shallow two dense layers (1024, 512).

Demo

Score graph of CartPole-v1

Environment

• Python 3.8
• Tensorflow 2.4
• Tensorflow Probability 0.12