Unmanned Vehicles Lab
Unmanned Vehicles Lab
KAIST · Mechanical Engineering
Professor
Prof. 오현동
Professor's page · publicationsAbout
오현동(Hyondong Oh) 교수의 자율시스템 연구실(Autonomous Systems Lab, 현 Field AI and Robotics Laboratory)이다. 무인 비행체·차량의 자율성과 의사결정, 협조 제어, 추정 및 센서/정보 융합, 비선형 유도, 경로 계획, 비전 기반 제어, 다중 에이전트 시스템을 연구한다. 오 교수는 영국 Cranfield 대학 박사 출신으로 UNIST(2019-2025)를 거쳐 2025년 8월부터 KAIST 기계공학과 부교수로 재직 중이다.
Research keywords
Recent papers
- CIG-RL: Curiosity-Driven Information-Guided Reinforcement Learning for Source Term Estimation in Uncertain EnvironmentsPreprintarXiv (Cornell University) · Aug 31
- Deep Probabilistic Indoor Gas Source Localization via Physical Dependency-Guided Sequential InferencePreprintarXiv (Cornell University) · Aug 17
- Kernel-SDF: An Open-Source Library for Real-Time Signed Distance Function Estimation Using Kernel RegressionIEEE Robotics and Automation Letters · Jul 31
From OpenAlex · papers whose author affiliation matches this university
Selected publications
- A hybrid deep reinforcement learning approach for target allocation and routing of multiple nonholonomic vehiclesEngineering Applications of Artificial Intelligence · 2025
- Real-time communication relay planning with a low-complexity network quality prediction model in dynamic indoor missionsIEEE Robotics and Automation Letters · 2025
- Iterative task decomposition and allocation for coverage path planning of multiple fixed-wing UAVsInternational Journal of Aeronautical and Space Sciences · 2025
- PACMAN: rapid identification of keypoint-based fiducial marker in occluded environmentsImage and Vision Computing · 2026
- Safety-critical optimal flocking control algorithm with feasibility enhancement of high-order control barrier functionsIEEE Transactions on Control of Network Systems · 2025
Labs doing related research
Labs that recently published on topics this lab's recent papers share
Shared topic: Reinforcement Learning in Robotics
Statistical Inference Lab
KAIST · Graduate School of AI
Eliciting Weak-to-Strong Generalization with On-Policy Reverse DistillationPreprintarXiv (Cornell University) · Sep 8Kim Junmo Lab
KAIST · Electrical Engineering
Direct Diversity Optimization for Diverse Successful Trajectories in Preference Post-TrainingNewPreprintarXiv (Cornell University) · Sep 9Yoo Changdong Lab
KAIST · Electrical Engineering
Progress-Guided Preference Generation for Aligning Generative Control PoliciesNewPreprintarXiv (Cornell University) · Oct 19
Other labs in this department
- Human-Robot Interaction LabRecruiting
Ki-Uk Kyung
Soft Robotics, Human-Robot Interaction, Flexible actuators & sensors, Haptics
- Exoskeleton LabRecruiting
Kyoungchul Kong
Robust control systems, Human assistive robotics, Design and control of legged robots
- Smart Materials & Energy LabRecruiting
Miso Kim
Mechanical metamaterials, Piezoelectrics and dielectrics, Energy harvesting/Sensor/MLCC, Additive manufacturing
- Advanced Manufacturing LabRecruiting
Sanha Kim
Manufacturing Process Mechanics, Device Planarization & Integration, Functional Surface Architecturing, Digital Production Technologies
- Environmental Fluid Mechanics LabRecruiting
Sung Yong Kim
Environmental fluid dynamics, Air-sea and air-sea-land interaction processes, Environmental sensing
- Ultra-Precision Metrology LabRecruiting
Young-Jin Kim
Precision Metrology, Ultrafast Photonics, Non-Destructive Testing, Direct Laser Writing, Flexible/Stretchable Electro-Optics