الباحثون

Bingyi Jing

المنشورات 2

نسخة أولية وصول مفتوح

Oneira: From Open-Ended Generation to Open-World Interaction in Video World Models

Xindi Yang, Baolu Li, Liam Lee وآخرون · 2026

Generative video world models can now synthesize open-ended environments that agents can navigate and interact with in simple ways. Yet open-ended generation does not imply full interaction: as a generated world expands, newly created content through navigation should expand what the agent can act upon, and as the agen …

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Scheduling Recursive Reasoning in Looped Transformers

Boyuan Wang, Chengyao Yu, Jiaxi Ren وآخرون · 2026

Recurrent reasoning models have attracted growing attention for scaling test-time computation, typically by iteratively refining latent states with shared parameters. However, these models apply each learned update with a fixed unit scale, which can be conservative when updates make persistent progress and overly aggre …

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