Skip to content

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

Notifications You must be signed in to change notification settings

RafaelGallo/MarioRL

 
 

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

5 Commits
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

🕹 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

About

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

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages

  • Python 94.9%
  • Jupyter Notebook 5.1%