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Kallol Saha

2 accepted papers

2025

Planning from Point Clouds over Continuous Actions for Multi-object Rearrangement

CoRL 2025oral

Multi-object rearrangement is a challenging task that requires robots to reason about a physical 3D scene and the effects of a sequence of actions. While traditional task planning methods are shown to be effective for long-horizon manipulation, they require discretizing the continuous state and acti…

Cited by 0SourceScholar
2024

EDMP: Ensemble-of-costs-guided Diffusion for Motion Planning

ICRA 2024poster

Classical motion planning for robotic manipulation includes a set of general algorithms that aim to minimize a scene-specific cost of executing a given plan. This approach offers remarkable adaptability, as they can be directly used off-the-shelf for any new scene without needing specific training d…

Cited by 25SourcecodeScholar