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Yisoo Lee

7 accepted papers

2026

Real-Time Model Predictive Control of Nonlinear Coupled Joints Using MPPI: Application to Humanoid Ankle Joints

ICRA 2026poster

Modern robotic systems increasingly employ nonlinear coupled joints, which present significant challenges in control. Unlike traditional serial chain configurations, where simplicity was the primary concern, parallel mechanisms such as those found in humanoid ankle joints add another layer of comple…

Cited by 0Scholar
2026

Single-Instance Sampling for Computationally Efficient and Accurate Real-Time Task Space MPPI Control

ICRA 2026poster

This study presents a model predictive path integral (MPPI) method capable of conducting high-frequency real-time model predictive control (MPC) for robot manipulators. Real-time MPC-based manipulation holds significant potential for controlling an end-effector precisely and reactively while satisfy…

Cited by 0SourceScholar
2022

A Generalized Index for Fault-Tolerant Control in Operational Space Under Free-Swinging Actuation Failure

RA-L 2022

Actuation failure and fault-tolerant control under the actuation failure scenario have drawn more attention in accordance with the recent increasing demand for reliable robot control applications such for long-term and remote operation. The emergence of control torque loss, i.e., the free-swinging f

Cited by 3SourceScholar
2021

Computationally Efficient HQP-based Whole-body Control Exploiting the Operational-space Formulation

IROS 2021poster

This paper proposes a novel and practical approach to enhance the computational efficiency of the hierarchical quadratic programming (HQP)-based whole-body control. The HQP method is known to offer control solutions satisfying strict priority with various constraints for multiple-tasks execution. Ho…

Cited by 11SourceScholar
2019

Agile Standing-up Control of Humanoids: Energy-based Reactive Contact Wrench Optimization with Strict Dynamic Consistency

IROS 2019poster

This paper presents a dynamic whole-body control method for humanoids to render agile and stable standing-up motion based on energy concepts. First, to cope with the standing-up problem with multiple contacts in hierarchical tasks, an enhanced operational-space based whole-body control (WBC) framewo…

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