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A Reinforcement Learning agent that learns to play Super Mario Bros.

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🕹 MarioRL

A Reinforcement Learning agent that learns to play Super Mario Bros.

Gif of a trained agent.

Gif

Algorithms Used

  • Dueling Double Q-Network

  • Proximal Policy Optimization

▶ How to run MarioRL

🏃‍♂️ Run a Trained Agent

Run test.py.

python test.py

🚴‍♂️ Train a New Agent

Run train.py.

python train.py