← Search

Byungchul Kim

6 accepted papers

2026

EMBGUARD: Constructing Hazard-Aware Guardrails for Safe Planning in Embodied Agents

ICML 2026poster

MLLM-powered embodied agents deployed in real-world environments encounter physical hazards. However, existing approaches lack explicit mechanisms for identifying hazards and reasoning about action-conditioned risks, leading agents to either miss risky interactions or over-identify risks. To address…

Cited by 0SourceScholar
2025

Dual-Tendon Routing: Tendon Routing for Under-Actuated Tendon-Driven Soft Hand-Wearable Robot

RA-L 2025

The under-actuated tendon-driven mechanism enables the development of light and compact hand-wearable robots by allowing the robots to assist in adaptive motions. However, tendon friction and elongation accumulate as the tendon passes through many joints, causing hysteresis and detrimental effects o

Cited by 3SourceScholar
2024

Strong Compliant Grasps Using a Cable-Driven Soft Gripper

IROS 2024poster

The natural flexibility of soft robotic grippers allows for versatile and compliant grasping. However, this same flexibility can restrict the gripper’s strength. Striking a balance between compliance and strength is essential for effective soft grippers. In this work, we present Flexible Robust Obse…

Cited by 1SourceScholar
2023

DiffuseBot: Breeding Soft Robots With Physics-Augmented Generative Diffusion Models

NeurIPS 2023oral

Nature evolves creatures with a high complexity of morphological and behavioral intelligence, meanwhile computational methods lag in approaching that diversity and efficacy. Co-optimization of artificial creatures' morphology and control in silico shows promise for applications in physical soft rob…