World Models

One Life to Learn: Inferring Symbolic World Models for Stochastic Environments from Unguided Exploration
OneLife learns symbolic programmatic world models from a single episode of unguided exploration in stochastic environments
Zaid Khan, Archiki Prasad, Elias Stengel-Eskin, Jaemin Cho, Mohit Bansal
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One Life to Learn: Inferring Symbolic World Models for Stochastic Environments from Unguided Exploration
AnchorWeave: World-Consistent Video Generation with Retrieved Local Spatial Memories
Camera-controllable video generation with retrieved local geometric memories instead of a single global 3D reconstruction
Zun Wang, Han Lin, Jaehong Yoon, Jaemin Cho, Yue Zhang, Mohit Bansal
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