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Hyouk Ryeol Choi

58 accepted papers

2026

A Passivity-Based Framework for Dynamic Arbitration between Trajectory and Force Tracking Using Human Demonstration

ICRA 2026poster

Learning from Demonstration (LfD) for contact-rich tasks faces a fundamental challenge: arbitrating between tracking a demonstrated trajectory and reproducing an interaction force. This paper introduces a novel one-shot LfD framework that resolves this conflict by leveraging the operator's grip forc…

Cited by 0Scholar
2026

Adaptive Robust Control for Rotation Tracking of a Soft Rotary Actuator With Hysteresis Compensation

RA-L 2026

Precise control of soft pneumatic actuators is impeded by significant nonlinearities, particularly large internal volume variations during actuation—a factor often overlooked in conventional modeling. This paper proposes an adaptive robust control (ARC) framework designed for high-performance, energ

Cited by 0SourceScholar
2026

Adaptive Robust Control for Rotation Tracking of a Soft Rotary Actuator with Hysteresis Compensation

ICRA 2026poster

Precise control of soft pneumatic actuators is impeded by significant nonlinearities, particularly large internal volume variations during actuation---a factor often overlooked in conventional modeling. This paper proposes an adaptive robust control (ARC) framework designed for high-performance, ene…

Cited by 0SourceScholar
2026

Friction-Aware Actuator Modeling for Accurate Torque Estimation Using External Sensors

ICRA 2026poster

Modern robotic controllers are typically designed in simulation and subsequently deployed on real robots. However, discrepancies between simulated and actual actuator torque often lead to sim-to-real (sim2real) problems. Various actuator approaches have been proposed to address this problem, but whe…

Cited by 0Scholar
2026

Gait-Parameterized Reinforcement Learning for a Hydraulic Quadruped Robot

RA-L 2026

Designing reward functions for reinforcement learning (RL)-based quadruped locomotion often requires extensive trial-and-error, limiting efficiency and interpretability. Lack of interpretability is particularly critical for large-scale hydraulic quadrupeds, where undetected unstable behaviors during

Cited by 0SourceScholar
2026

Hand-Gesture Based Robot Tracking and Teaching Framework: Demonstration in Surface Polishing Task

RA-L 2026

Modern manufacturing is rapidly shifting toward high-mix, low-volume (HMLV) production, which requires flexible and intuitive robot programming methods. However, conventional approaches such as teach pendants or external trackers remain complex and inefficient for non-expert users. This paper presen

Cited by 0SourceScholar
2026

Modeling and Reinforcement Learning-Based Control of Simultaneous Positive and Negative Pressure Generation in Pneumatic Systems

ICRA 2026poster

In soft robotics, actuators using both positive and negative pressures are notable for their high payload-to-weight ratios and wide operating ranges, but they require separate power sources. A single-pump system generating dual pressures presents a promising solution, though addressing pressure fluc…

Cited by 0SourceScholar
2026

Plug-And-Play Shape Matching Module for Zero-Shot Mesh-Free Grasp Refinement on Unknown Objects

ICRA 2026poster

Reliably grasping unknown objects in logistics automation remains a major challenge. While most approaches rely on 3D CAD models or large-scale training, their applicability to novel items is limited. This paper proposes a plug-and-play geometric refinement module that can be appended to any existin…

Cited by 0SourceScholar
2026

RoA-Planner: Rotatable Area-Based Path Planner in Dense Spaces (I)

ICRA 2026poster

Path planning in obstacle-dense environments is a challenging problem, particularly for robots with asymmetric rectangular footprints. To address this problem, we propose a novel collision-checking approach, called a Rotatable Area, which represents a range of heading angles where the robot can rota…

Cited by 0Scholar
2026

Safety-Critical Reactive Motion Using Constrained Variable Admittance Control with Dual-Type Proximity Sensors

ICRA 2026poster

We present a method that enhances the safety and responsiveness of robotic manipulators through constrained Variable Admittance Control (VAC) combined with proximity perception. Recent studies have demonstrated that manipulators equipped with proximity sensors can avoid close obstacles in real-time.…

Cited by 1SourceScholar
2025

A New Systematic Inverse Design Method of Pneumatic Soft Actuator for Precise Motion

RA-L 2025

This study presents a design method for pneumatic soft actuators, guaranteeing precise actuator kinematics. Unlike conventional soft actuator designs, which rely on trial-and-error or heuristic modeling, our approach allows direct inverse derivation of uninflated actuator geometry from the desired p

Cited by 1SourceScholar
2025

A Three-Finger Adaptive Gripper With Finger-Embedded Suction Cups for Enhanced Object Grasping Mechanism

RA-L 2025

With the growth of logistics automation, there is an increasing demand for advanced grippers. This study presents a gripper that integrates suction cups into the fingertips to overcome the limitations of traditional robotic gripping methods. Designed with a 5-degree-of-freedom structure, the gripper

Cited by 4SourceScholar
2025

Adaptive Measurement Model-Based Fusion of Capacitive Proximity Sensor and LiDAR for Improved Mobile Robot Perception

RA-L 2025

This study introduces a novel algorithm that combines a custom-developed capacitive proximity sensor with LiDAR. This integration targets the limitations of using single-sensor systems for mobile robot perception. Our approach deals with the non-Gaussian distribution that arises during the nonlinear

Cited by 0SourceScholar
2025

Development of Two-DOF Simultaneous Gravity Compensator for Mobile Manipulator

RA-L 2025

A manipulator mounted on a mobility platform requires a design that simultaneously meets the demands for lightweight, compactness, and energy efficiency. A gravity compensator is an effective solution that mechanically offsets the gravity torque caused by the weight of the manipulator links, enablin

Cited by 1SourceScholar
2025

Modeling and Reinforcement Learning-Based Control of Simultaneous Positive and Negative Pressure Generation in Pneumatic Systems

RA-L 2025

In soft robotics, actuators using both positive and negative pressures are notable for their high payload-to-weight ratios and wide operating ranges, but they require separate power sources. A single-pump system generating dual pressures presents a promising solution, though addressing pressure fluc

Cited by 2SourceScholar
2025

Safety-Critical Reactive Motion Using Constrained Variable Admittance Control With Dual-Type Proximity Sensors

RA-L 2025

We present a method that enhances the safety and responsiveness of robotic manipulators by employing constrained Variable Admittance Control (VAC) in conjunction with proximity perception. Recent studies have shown that manipulators equipped with proximity sensors can effectively avoid nearby obstac

Cited by 0SourceScholar
2024

Adaptive Passivation of Admittance Controllers by Bypassing Power to Null Space on Redundant Manipulators

IROS 2024poster

The significance of physical human-robot interaction (pHRI) with collaborative robots in the industry is growing steadily. Within this domain, an admittance controller is crucial for enabling robots to follow or assist human intentions. However, a persistent challenge with admittance controllers is…

Cited by 0SourceScholar
2024

CoAS-Net: Context-Aware Suction Network With a Large-Scale Domain Randomized Synthetic Dataset

RA-L 2024

Robotic grasping is one of the essential skills in robotics. From industrial to housework, robots are required to handle objects, enabling them to interact with their surroundings. Among the various tasks in robotic grasping, bin-picking is considered one of the most challenging because of the clutt

Cited by 6SourceScholar
2024

Electromagnetic Field & ToF Sensor Fusion for Advanced Perceptual Capability of Robots

RA-L 2024

Effective and safe physical Human-Robot Interaction (pHRI) hinges on robot proximity and tactile perception. This paper introduces a triple-mode fusion sensor designed to enhance safe pHRI. The sensor combines electromagnetic field radiation sensors and an infrared Time-of-Flight (ToF) sensor on a s

Cited by 15SourceScholar
2024

ReC-Gripper: A Reconfigurable Combined Suction and Fingered Gripper for Various Logistics Picking and Stowing Tasks

RA-L 2024

This letter presents a gripper comprising finger and suction with reconfigurable attributes. With the reconfiguration feature, the proposed gripper has a configuration suitable for different working environments of logistic order picking. The finger part of the gripper was configured with the parall

Cited by 9SourceScholar
2023

Deep Learning Based 6-DoF Antipodal Grasp Planning From Point Cloud in Random Bin-Picking Task Using Single-View

RA-L 2023

Random bin picking is a crucial task in logistic centers, which is driven by E-Commerce growth. In this letter, we present an end-to-end method for 6-DoF antipodal grasps from cluttered scenes. Our approach includes two main steps: finding Potential Grasp Areas (PGAs) from depth image of the bin and

Cited by 9SourceScholar
2023

Design and Implementation of a Two-Wheeled Inverted Pendulum Robot With a Sliding Mechanism for Off-Road Transportation

RA-L 2023

This letter proposes a multi-degrees-of-freedom two-wheeled inverted pendulum robot (mD-TWIPR) for off-road transportation. A two-wheeled inverted pendulum robot (TWIPR), popularly known as a segway, has high mobility owing to its simple structure without steering or suspension. The proposed robot h

Cited by 11SourceScholar
2023

Designing a Bow-Inspired Rigidable Exosuit for Adaptive Support

RA-L 2023

This letter introduces a “rigidable exosuit” inspired by bow mechanics, which can dynamically alter its frame rigidity based on the tension of the attached string. The exosuit affords posture assistance (rigid phase) or unrestricted movement (flexible phase) as required by tasks. In the flexible pha

Cited by 0SourceScholar
2022

Hybrid Antagonistic System With Coiled Shape Memory Alloy and Twisted and Coiled Polymer Actuator for Lightweight Robotic Arm

RA-L 2022

Artificial muscles have been developed for various input power sources. Among them, thermally driven actuators can be easily actuated at a low voltage without an additional device using the Joule heating. Therefore, these actuators can be considered suitable for developing lightweight robots. Shape

Cited by 12SourceScholar
2022

Retractable Locking System Driven by Shape Memory Alloy Actuator for Lightweight Soft Robotic Application

RA-L 2022

Shape memory alloy actuators (SMA) are widely used in robots owing to their flexibility and light weight. However, there is a drawback in that SMAs need to be used as a bundle owing to their lower force density than the motor. In addition, SMAs require continuous current to maintain a contracted sta

Cited by 8SourceScholar
2022

Simultaneous Positive and Negative Pressure Control Using Disturbance Observer Compensating Coupled Disturbance Dynamics

RA-L 2022

This letter introduces a simultaneous positive and negative pressure controller for a pneumatic pump. For precise position or force control of the pneumatic soft actuator, the pressure from the source has to be regulated. When the positive and negative pressures are regulated, coupled dynamics cause

Cited by 6SourceScholar
2022

Soft Artificial Muscle With Proprioceptive Feedback: Design, Modeling and Control

RA-L 2022

Twisted-coiled polymer actuators (TCAs) have been known for many interesting properties such as inherent compliance, high stroke, high power density. However, the current TCAs normally come along with traditional sensing methods such as encoders attached to the link, which limits the application of

Cited by 7SourceScholar
2022

Variable Stiffness Robotic Hand Driven by Twisted-Coiled Polymer Actuators

RA-L 2022

This letter proposes a variable stiffness robotic hand driven by twisted-coiled polymer actuators (TCAs) connected in series with a servomotor. Unlike slow conventional TCA systems, the grasping motion of the proposed hand is realized by the servomotor, which improves the speed of actuation signific

Cited by 19SourceScholar
2021

Long Short Term Memory Model Based Position-Stiffness Control of Antagonistically Driven Twisted-Coiled Polymer Actuators Using Model Predictive Control

RA-L 2021

Twisted-coiled polymer actuators (TCA) have many interesting properties that show potentials for making high performance bionic devices. This letter presents a long short term memory (LSTM) model to predict the behavior of an antagonistic joint driven by hybrid TCA bundles made from Spandex and nylo

Cited by 22SourceScholar
2021

Real-Time Obstacle Avoidance Using Dual-Type Proximity Sensor for Safe Human-Robot Interaction

RA-L 2021

This letter introduces a dual-type proximity sensor and a control strategy for a robot manipulator to realize safe human-robot interactions (HRI) by using the sensor. Safety is an essential condition for HRI in practical scenarios. To achieve this condition, information about the relationship betwee

Cited by 36SourceScholar
2020

6-Axis Force/Torque Sensor With a Novel Autonomous Weight Compensating Capability for Robotic Applications

RA-L 2020

Force/Torque(F/T) sensing technology enables a dexterous robot control such as direct teaching, master-slave system, and pick-and-place task. In general, 6-axis F/T sensor is attached to the end-effector of the robot manipulator to assist in utilizing advanced robot systems. However, in actual appli

Cited by 38SourceScholar
2020

Simultaneous position-stiffness control of antagonistically driven twisted-coiled polymer actuators using model predictive control

IROS 2020poster

Super-coiled polymer (SCP) artificial muscles have many interesting properties that show potentials for making high performance bionic devices. To realize human-like robotic devices from this type of actuator, it is important for the SCP driven mechanisms to achieve human-like performance, such as c…

Cited by 12SourceScholar
2020

Ultra-Thin Joint Torque Sensor With Enhanced Sensitivity for Robotic Application

RA-L 2020

As advanced robotic technologies such as human-robot interaction and automatic assembly processes have emerged, torque sensors have become an essential component for robots. However, commercial torque sensors are not suitable for robotic applications because of their large sizes, heavy weights, narr

Cited by 28SourceScholar
2019

Azimuthal Shear Deformation of a Novel Soft Fiber-reinforced Rotary Pneumatic Actuator

ICRA 2019poster

The Elastic Inflatable Actuators (EIAs) has several advantages such as the inherent compliance due to the body comprised of a soft materials such as silicone. Among them, the soft fiber reinforced actuator is based on the principle that the expansion of enclosure and constraint of fiber pattern lead…

Cited by 3SourceScholar
2019

Compensation of Environmental Influences on Sensorized-Forceps for Practical Surgical Tasks

RA-L 2019

For more secure and delicate robotic surgery, force sensing ability is essential but it has still not been used in actual robot surgery. This is because the environmental factors that occur during actual operation affect the sensor and the sensor cannot give reliable force information. In this lette

Cited by 14SourceScholar
2019

Development of Flexible Dual-type Proximity Sensor with Resonant Frequency for Robotic Applications

IROS 2019poster

This paper presents a flexible dual-type proximity sensor forrobotic applications such as human collaborative robots(HCRs) todetect the surroundings. The sensor consists of two parts; sensing transducer and a shielding layer. To amplify the sensing performance, a resonant frequency is formed by an i…

Cited by 4SourceScholar
2019

Force-controllable Quadruped Robot System with Capacitive-type Joint Torque Sensor

ICRA 2019poster

This paper introduces a force-controllable quadruped robot system consists of twelve Actuator Modules embedded a novel Capacitive-type Joint Torque Sensor (CJTS) which is accurate (0.05 Nm), robust to impact, and easy to manufacture at low cost. The Actuator Module with CJTS shows accurate joint tor…

Cited by 10SourceScholar
2019

Whole-Body Motion and Landing Force Control for Quadrupedal Stair Climbing

IROS 2019poster

In this paper, we present a novel framework for quadrupedal stair climbing, which considers force interaction with stairs. For stable and robust climbing, a key issue is to avoid falling down on the stairs. From this point of view, control to minimize rate of change of angular momentum about Center…

Cited by 18SourceScholar
2018

Design and Implementation of Cloud-Like Soft Drone S-Cloud

IROS 2018poster

This study presents a new drone, called S-CLOUD, developed for safe and long flight time. It provides 3-axial (x, y, and z)translational motion and stable hovering for more than an hour after takeoff. S-CLOUD consists of two parts; soft blimp part and driving one. The soft blimp is a center-pierced…

Cited by 15SourceScholar
2018

Impedance Control of a High Performance Twisted-Coiled Polymer Actuator

IROS 2018poster

This paper presents a 1-link robotic arm that is antagonistically driven by one pair of a high performance super-coiled polymer actuators with an embedded controller. The actuator which is made from Spandex and nylon fibers is low-cost, easy to fabricate and light-weight. Moreover, it can generate l…

Cited by 12SourceScholar
2018

Soft Fabric Actuator for Robotic Applications

IROS 2018poster

This paper presents a fabric actuator consisting of ordinary polymer fibers, conductive fibers, and twisted and coiled soft actuators (TCAs). Previous studies have developed a Spandex TCA (STCA) that is driven at a lower temperature than the conventional Nylon TCA and exhibits greater actuation stra…

Cited by 14SourceScholar
2017

A novel POWERPACK for robotic application, integrated torque sensor, harmonic drive and motor

IROS 2017poster

Force-sensing system represents one of the vital components of robotic systems for physical interaction performances. This system is facilitated by the force controllable actuators. However, to make a force controllable actuator, it is still a challenging subject for the majority of the robotic syst…

Cited by 3SourceScholar
2017

A novel bioinspired hexapod robot developed by soft dielectric elastomer actuators

IROS 2017poster

This paper presents a hexapod crawling robot which has bioinspired design and locomotion posture from the insects. The robot, called S-Hex II, is an upgraded version of the different printable monolithic hexapod robot which is named as S-Hex I. The S-Hex II is studied for the project of developing m…

Cited by 31SourceScholar
2017

Biomimetic robotic joint mechanism driven by soft linear actuators

ICRA 2017poster

From being soft, flexible and producing movement by contracting, soft linear actuators are said to have muscle-like properties. Due to these similarities, they are often called “artificial muscle actuator.” However, the strain produced by these actuators is generally insufficient to be utilized in a…

Cited by 9SourceScholar
2017

Development of torque controllable leg for running robot, AiDIN-IV

IROS 2017poster

Intrinsic problems for legged robots are `low energy efficiency' and `slow speed'. In this paper, we introduce a possible solution achieved through biological observations and developed a robotic leg applying the proposed method. The proposed robotic leg, AiDIN-IV Leg (Artificial DIgitigrade for Nat…

Cited by 9SourceScholar
2017

Improving transparency in physical human-robot interaction using an impedance compensator

IROS 2017poster

In the physical human-robot interaction system, improving transparency performance which allows humans to move as if there is no robot is a challenging topic. In general physical human-robot interaction, the multiaxial force sensor is used to control the robot. However the signal measured from the f…

Cited by 11SourceScholar
2017

Interactive haptic display based on soft actuator and soft sensor

IROS 2017poster

This paper demonstrates a new haptic display based on soft actuator and soft sensor. The device consists of an array rigid coupling actuator and an array tactile sensor which configured sensor located on the top of actuator. The actuator includes a frame with rigid coupling made by silicone and a di…

Cited by 28SourceScholar
2017

Modeling and control of a saucer type Coandä effect UAV

ICRA 2017poster

The concept of utilizing the Coandia effect to produce stable flight in saucer type Aerial Vehicles (AV) was first conceived in 1935 by Henri Marie Coanda. Coanda's proposed AV design remained a relatively unexplored curiosity for decades until the recent surge in popularity of small Unmanned Aerial…

Cited by 8SourceScholar
2017

Study on quadruped bounding with a passive compliant spine

IROS 2017poster

In running, legged animals take advantages of their flexible bodies to increase their locomotion performance, resulting in superior mobility and fast motions. Previous works on quadruped robots mostly used the simplified model with massless legs. However, in reality, a leg consists of two or three s…

Cited by 11SourceScholar
2017

Trajectory design and control of quadruped robot for trotting over obstacles

IROS 2017poster

Various control strategies using trajectory planning, object recognition and learning are researched for avoiding obstacles when legged robot is walking. In this paper, designed trajectory by using Non Uniform Basis Spline (NUBS) curve and control strategy, by using proposed trajectory, to effective…

Cited by 21SourceScholar
2016

A highly sensitive dual mode tactile and proximity sensor using Carbon Microcoils for robotic applications

ICRA 2016poster

This paper presents a highly sensitive dual mode tactile and proximity sensor for robotic applications that uses Carbon Microcoils (CMCs). The sensor consists of multiple electrode layers printed on a Flexible Printed Circuit Board (FPCB) and a dielectric substrate into which the CMCs are dispersed.…

Cited by 34SourceScholar
2016

Development of a grasping force-feedback user interface for surgical robot system

IROS 2016poster

This paper presents a grasping force-feedback user interface (GFUI) which transfers the accurate kinesthetic force detected during robot-assisted minimally invasive surgery (RMIS) to a user, and allows the users to perform grasping motions with articulation and intuition. Using the GFUI, a developed…

Cited by 20SourceScholar
2016

Development of surgical forceps integrated with a multi-axial force sensor for minimally invasive robotic surgery

IROS 2016poster

This paper aims to develop novel surgical forceps integrated with a three-axis force sensor for robot-assisted minimally invasive surgery (RMIS). To detect accurate force sensing, a force sensing system is integrated to a gripper of a surgical instrument. At the gripper side, two possible locations…

Cited by 18SourceScholar
2016

Hybrid quadruped bounding with a passive compliant spine and asymmetric segmented body

IROS 2016poster

Most legged animals exploit flexible body and supporting muscles to produce power for dynamic behaviors which results in fast locomotion and additional mobility. Previous works have focused on the symmetric flexible body with massless legs associated to the body. However, body bending in animals dur…

Cited by 8SourceScholar
2015

2-2D differential gear mechanism for robot moving inside pipelines

IROS 2015poster

This paper presents a mechanism for the robot moving inside of pipelines. The mechanism is composed of the 2-2D differential gear mechanism, the active adhesion mechanism, and the rescue mechanism. The 2-2D differential gear mechanism is designed to be driven with single actuator at any elbow type p…

Cited by 11SourceScholar
2015

Design of back-drivable joint mechanism for in-pipe robot

IROS 2015poster

In this paper, a back-drivable joint mechanism for an in-pipe robot is presented. The joint mechanism consists of 2-pitch and 1-roll joint. The back-drivability of the joint mechanism is realized by using a ball-screw and a steel wire rope. When the in-pipe robot with the back-drivable joint mechani…

Cited by 17SourceScholar
2015

Printable monolithic hexapod robot driven by soft actuator

ICRA 2015poster

Aiming to apply soft actuators in driving a walking robot, the design, fabrication and locomotion of a bio-inspired printable hexapod robot are studied. The robot mimics the insect's design and walking posture by driving six legs with alternating tripod gait which provides its locomotive adaptabilit…

Cited by 47SourceScholar