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Foundation-Model-Guided Topology-Aware Semantic Risk Fields for Manipulation
Robot motion planning in everyday environments must satisfy hard geometric constraints while accounting for context-dependent semantic risk. We present a foundation-model-guided, topology-aware semantic risk field that extends manipulation safety beyond collision avoidance. For each manipulated-obje
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