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RepresentNav: A Navigation Foundation Model Built on a Self-Constructed Representation Space

The authors propose RepresentNav, a navigation foundation model that uses Representation Residuals, a three-layer transformer, to aggregate full-depth features from multiple vision foundation models and construct a representation space driven by the policy's own objectives.

Part of the event: RepresentNav Navigation Foundation Model Paper Released

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