Unity Machine Learning Challenge I

App Dev

At the end of 2017 Unity conducted a Machine Learning challenge, which provided a great opportunity to explore the Unity Machine Learning Agents and the Curriculum Learning method.

Machine Learning Agents

Download the free Space Shooter application from the Unity asset store and modify it so that multiple instances of the game will run in one scene. Then experiment with the Unity Machine Learning Agent, the Python Tensorflow kit and curriculum learning.

App Tools

Unity3D, ML Agents, and C#

Analysis Tools

Python Tensorflow Kit, Jupyter Notebooks, Tensorboard

Algorithm

Proximal Policy Optimization Reinforcement Learning

Images

Screenshots from the application