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kevin-bretz/mario-tas-ppo
mario-tas-ppo is a reinforcement learning model from kevin-bretz. Use it for the reinforcement learning task on the model card, and read the license before you ship it in a product. It is set up for pytorch. The card lists the license as mit.
From-scratch PPO checkpoints for a group project comparing DQN, PPO and SAC on speedrunning the first level of Super Mario World (SNES), for the Modern Game AI course at Leiden University.
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Updated Jul 11, 2026
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.pth32.1 MB · 100%
From the Hugging Face model README
From-scratch PPO checkpoints for a group project comparing DQN, PPO and SAC on speedrunning the first level of Super Mario World (SNES), for the Modern Game AI course at Leiden University.
Code and full details: https://github.com/kevin-bretz/mario-tas-ppo
best_model.pth is the best-performing policy and value network.progress.pth is the latest training checkpoint, for resuming training.