Unreal ML-Agents Trainers

The ueagents Python package is part of the Unreal ML-Agents Toolkit. ueagents provides a set of reinforcement and imitation learning algorithms designed to be used with Unreal Engine environments. The algorithms interface with the Python API provided by the ueagents_envs package.

Notice

This package is inspired by Unity's ML-Agents Toolkit. The primary differences are:

• ueagents has been updated to import from ueagents_envs instead of mlagents_envs.
• Changes were made to support Unreal Engine, with references to Unity replaced with Unreal.
• SideChannels are not supported yet, and the code has been adjusted accordingly.

All credit for the foundational work goes to Unity's ML-Agents Toolkit team.

Installation

Install the ueagents package with:

python -m pip install ueagents

Usage & More Information

For more information on the Unreal ML-Agents Toolkit and how to instrument an Unreal scene with the Unreal ML-Agents SDK, check out the main Unreal ML-Agents Toolkit documentation.

Credit

Unity ML Agents