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PaperGoogle DeepMind · 2024
Genie: Generative Interactive Environments
The first foundation world model trained unsupervised from internet video, generating action-controllable worlds.
Summary
Introduces Genie, an 11B-parameter foundation world model trained unsupervised from unlabelled internet videos. It comprises a spatiotemporal tokenizer, an autoregressive dynamics model, and a latent action model, and can generate action-controllable virtual worlds from images, text, or sketches. Basis for the Genie 2/3 line.
Metadata
- Authors
- Bruce et al., Google DeepMind
- Year
- 2024
- arXiv
- 2402.15391
- Venue
- ICML 2024 (Best Paper)
- Introduces
- Genie / Genie 2
Relationships
Introduces
Trained on
Unlabelled internet video
#interactive#foundation-model#latent-action