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Suhan Park

4 accepted papers

2026

Connectivity-Aware Representations for Constrained Motion Planning Via Multi-Scale Contrastive Learning

ICRA 2026poster

The objective of constrained motion planning is to connect start and goal configurations while satisfying task-specific constraints. Motion planning becomes inefficient or infeasible when the configurations lie in disconnected regions, known as essentially mutually disconnected components (EMDs). Co…

2022

Contact State Estimation for Peg-in-Hole Assembly Using Gaussian Mixture Model

RA-L 2022

Recently, the robotic assembly has been expanded into an unstructured environment. This environment includes uncertainties that may cause unexpected situations such as a failure of the assembly. Such problems can be prevented or monitored by a robust contact state (CS) estimation method. In that sen

Cited by 32SourceScholar
2022

Scalable Learned Geometric Feasibility for Cooperative Grasp and Motion Planning

RA-L 2022

This letter proposes a novel learned feasibility estimator that considers multi-modal grasp poses for grasp and motion planning. Grasp poses inherently have multi-modal structures, that is, continuous and discrete parameters. Mixed-integer programming (MIP) is one method that solves these multi-moda

Cited by 5SourceScholar
2019

Continuous Task Transition Approach for Robot Controller Based on Hierarchical Quadratic Programming

RA-L 2019

Robots with high degrees of freedom (DoFs), such as humanoids and mobile manipulators, are expected to perform multiple tasks simultaneously. Hierarchical quadratic programming (HQP) can effectively compute a solution for strictly prioritized tasks. However, the continuity of the control input is no

Cited by 45SourceScholar