Collision Backpropagation-based Obstacle Avoidance Method for a Legged Robot with Simplified Dynamics Model단순화된 동역학 모델을 가진 보행로봇을 위한 충돌 역전파를 활용한 장애물 회피 방법
김진원, 신희찬, and 윤성의
한국로봇학회(KRoC), 2022
Analysis and Acceleration of TORM: Optimization-based Planning for Path-wise Inverse Kinematics
Mincheul Kang and Sung-Eui Yoon
Autonomous Robots, 2022
Implicit LiDAR Network: LiDAR Super-Resolution via Interpolation Weight Prediction
Youngsun Kwon, Minhyuk Sung, and Sung-Eui Yoon
TopIEEE International Conference on Robotics and Automation (ICRA), 2022
Confidence-Based Robot Navigation Under Sensor Occlusion with Deep Reinforcement Learning
Hyeongyeol Ryu, Minsung Yoon, Daehyung Park, and Sung-Eui Yoon
TopIEEE International Conference on Robotics and Automation (ICRA), 2022
Outstanding navigation paper finalist
RCIK: Real-Time Collision-Free Inverse Kinematics Using a Collision-Cost Prediction Network
Mincheul Kang, Yoonki Cho, and Sung-Eui Yoon
TopIEEE Robotics and Automation Letters (RA-L), 2022
Diffraction- and Reflection-Aware Multiple Sound Source Localization
Inkyu An, Youngsun Kwon, and Sung-Eui Yoon
TopIEEE Transactions On Robotics (T-RO), 2021
Dynamic Humanoid Locomotion over Rough Terrain with Streamlined Perception-Control Pipeline
Moonyoung Lee, Youngsun Kwon, Sebin Lee, JongHun Choe, Junyong Park, Hyobin Jeong, Yujin Heo, Min-su Kim, Jo Sungho, Sung-Eui Yoon, and Jun-Ho Oh
TopIEEE/RSJ Int. Conf. on Intelligent Robots and Systems (IROS), 2021
Self-Supervised Visual Odometry via Frame Interpolation프레임 보간을 이용한 자기지도학습 기반 영상 주행기록계
이세빈, 임우빈, and 윤성의
한국로봇종합학술대회(KRoC), 2021
Bias tree expansion using reinforcement learning for efficient motion planning모션계획을 위한 강화학습 기반 트리 편향 확장 기술
윤민성, 박대형, and 윤성의
Korea Robotics Society Annual Conference (KRoC), 2021
Robust Robot Navigation against External Disturbance using Deep Reinforcement Learning외란에 강인한 심층 강화학습 기반 로봇 주행
유형열, 윤민성, 박대형, and 윤성의
한국로봇종합학술대회(KRoC), 2021
Deep Neural Network-based Fast Motion Planning Framework for Quadrupedal Robot*
Jinhyeok Jang, Heechan Shin, Minsung Yoon, Seungwoo Hong, Hae-Won Park, and Sung-Eui Yoon
Machine Learning for Motion Planning (MLMP) @ ICRA2021, 2021
Optimization-based Path Planning for Person Following using Following Field
Heechan Shin and Sung-eui Yoon
IEEE/RSJ Int. Conf. on Intelligent Robots and Systems (IROS), 2020
TORM: Fast and Accurate Trajectory Optimization of Redundant Manipulator given an End-Effector Path
Mincheul Kang, Heechan Shin, Donghyuk Kim, and Sung-Eui Yoon
TopIEEE/RSJ Int. Conf. on Intelligent Robots and Systems (IROS), 2020
Source code: Github ZIP
Adaptive Kernel Inference for Dense and Sharp Occupancy Grids
Youngsun Kwon, Bochang Moon, and Sung-Eui Yoon
TopIEEE/RSJ Int. Conf. on Intelligent Robots and Systems (IROS), 2020
Source code: Github ZIP
학습 기반 상태 전이 함수를 사용한 Kinodynamic 플래닝
장진혁 and 윤성의
대한전자공학회(IEIE), 2020
Robust Sound Source Localization considering Similarity of Back-Propagation Signals
Inkyu An, Byeongho-Jo, Youngsun Kwon, Jung-woo Choi, and and Sung-Eui Yoon
TopIEEE Int. Conf. on Robotics and Automation (ICRA), 2020