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Unity Machine Learning Environments (WIP)

This is a collection of several game simulations made with Unity's ML Agents. These serve as test bed for machine learning approaches such as Deep Reinforcement Learning. As this is work in progress, more distinctive environments will be added in the near future. These environments are going to focus on varying kinds of challenges:

For now, I am focusing on building interesting environments. Results, like trained models and plots, are not available currently. I will try to provide a set of working hyperparameters for each environment, so that you are able to achieve some results.

Usage

All environments are based on Unity's ML Agents. Please follow their instructions and references to setup your Python environment.

Available Environments

Potential Future Environments

Upcoming:

Shooting Birds