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Rasterizing 2D Gaussian Splatting maps directly for path planning unlocks robust geometric queries and significantly boosts robot navigation success.
Forget fine-tuning: this training-free method boosts retrieval accuracy for tricky negation queries by up to 10% using clever embedding optimization.