Mike Tyson's Punch Out!! With Reinforcement Learning

This repo uses the Boxing Gym environment and the network architecture outlined in "Beyond The Rainbow: High Performance Deep Reinforcement Learning On A Desktop PC" (Clark et al. 2024).

To run the model, download and extract the latest release.

Then install the dependencies with requirements.txt:

pip install -r requirements.txt

The environment then can be run from main.py

python main.py