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Ryan Orban

Ryan Orban

Subject
2 entries

World Models

Bookmarks

  1. Learning World Model Learning: inverse dynamics

    Inverse dynamics learning as part of a 'learning world model learning from scratch' series — teaches robots to infer what actions produced observed state transitions. A ground-up educational approach to the robotics data problem.

  2. Genie: Generative Interactive Environments

    Genie is a Google DeepMind foundation world model that generates playable, action-controllable interactive environments from a single image prompt — photo, sketch, or AI-generated. Trained on unlabeled internet videos without action annotations, it discovers a transferable latent action vocabulary.

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