Announcement
AVIC spatial-reasoning work accepted to NeurIPS 2026
The AVIC team announced the acceptance and says its method learns when to use a video world model and how much to imagine, balancing answer accuracy against imagination cost.
TLDR
The AVIC team says its spatial-reasoning work has been accepted to NeurIPS 2026. It describes a reinforcement-learning policy that selectively uses a video world model. In an earlier update, the team said its AVIC-R extension improved spatial reasoning and that a Qwen2.5-VL-7B policy trained with it outperformed GPT-4o and GPT-4 as policy models.
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