metadata
license: cc-by-4.0
task_categories:
- image-to-video
tags:
- video
- gameplay
- rl
- mario
Mario Gameplay Dataset
Expert gameplay video from Super Mario Bros, divided into 100-frame episodes and train/val splits. Frames are 1280x720.
This dataset was used to evaluate Latent Particle World Models (LPWM), a self-supervised object-centric world model presented in:
- Paper: Latent Particle World Models: Self-supervised Object-centric Stochastic Dynamics Modeling
- Project Page: https://taldatech.github.io/lpwm-web
- GitHub Repository: https://github.com/taldatech/lpwm
- Original Source: https://www.youtube.com/watch?v=c_b9Yn34pdI
Citation
@inproceedings{
daniel2026latent,
title={Latent Particle World Models: Self-supervised Object-centric Stochastic Dynamics Modeling},
author={Tal Daniel and Carl Qi and Dan Haramati and Amir Zadeh and Chuan Li and Aviv Tamar and Deepak Pathak and David Held},
booktitle={The Fourteenth International Conference on Learning Representations},
year={2026},
url={https://openreview.net/forum?id=lTaPtGiUUc}
}