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

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Name		Name	Last commit message	Last commit date
Latest commit History 5 Commits
agents		agents
docs		docs
utils		utils
.gitignore		.gitignore
MarioRL.ipynb		MarioRL.ipynb
README.md		README.md
test.py		test.py
train.py		train.py

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🕹 MarioRL

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

Gif of a trained agent.

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

Jupyter Notebook

About

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

reinforcement-learning deep-learning deep-reinforcement-learning dqn super-mario-bros proximal-policy-optimization ppo reinforcement-learning-agent

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