Unity Machine Learning Agents Demonstrations

To test the capabilities of Unity's ML-Agents framework, I've created several mini-games where agents are taught to play using reinforcement learning, or more specifically, a technique known as Proximal Policy Optimization, implemented in Google's Tensorflow library.

Scenes:

- Flappy Bird

- Snake

Dependencies:

• Unity ML-Agents 0.7.0
• Python 3.6.4
• Free Platform Game Assets