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Chinese Academy of Sciences
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VLMs can achieve state-of-the-art Vision-Language Navigation performance by explicitly training them to reason about past actions and predict future visual transitions.
Open-source VLN agents can nearly double their navigation success by remembering where they've been, thanks to a new hierarchical memory system.
