Reproduce “PathPainter: Transferring the Generalization Ability of Image Generation Models to Embodied Navigation” on OpenResearch

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About this paper

Yijin Wang, Yuru Tian, Xijie Huang, Weiqi Gai, Mo Zhu, Xin Zhou, Yuze Wu, Fei Gao

PathPainter uses an image-generation model to mark a destination and paint traversable regions on an overhead map. A* search converts the prior into a route, while localization corrects drift and a local planner handles tracking. A quadruped completed a 285-meter route in nine of ten trials without intervention or collision; the failure involved localization error. These results are limited to one route.

Summary by alphaXiv.

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