الباحثون

Shivaram Kumar

المنشورات 2

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Imagine-TAMP: Imagination-Guided Task and Motion Planning in Partial Observability

Antareep Singha, Shivaram Kumar, Yoonwoo Kim وآخرون · 2026

Robots operating in cluttered environments must often manipulate objects whose locations are only partially observable. A central challenge is deciding whether to acquire another observation or to first manipulate objects that may occlude the target. Conventional task and motion planning (TAMP) approaches typically mak …

نسخة أولية وصول مفتوح

CaSCo: Cascade-Aware Soft-Collision Motion Planning

Conventional motion planning treats collision as a binary constraint, although contact with different objects can have drastically different consequences. A robot may safely brush against a cardboard box while even minor contact with a glass, laptop, or unstable object may be undesirable. Moreover, a direct robot--obje …

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