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This research assess the balance between characters in a top-down asymetric MOBA game using deep reinforcement learning.

Setup

Clone the repositorys in a parent directory as follows

git clone https://github.com/Taikatou/top-down-shooter.git
git clone https://github.com/Taikatou/ml-agents.git

Follow relevant Python installation instructions for ml-agents here

Import the Unity TopDown Engine here

Reset changes to Inputmanager using github desktop or using the following command git reset --hard

Training

After installation of ml-agents run the mlagents-learn command as shown bellow then press play in the editor.

mlagents-learn ml-agents/config/config_ppo.yaml --train --run-id=<identifiable name>

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