2025
Koopman-Based Robust Learning Control With Extended State Observer.
IEEE Robotics Autom. Lett., March, 2025

Learning Robotic Policy with Imagined Transition: Mitigating the Trade-off between Robustness and Optimality.
CoRR, March, 2025

TDMPBC: Self-Imitative Reinforcement Learning for Humanoid Robot Control.
CoRR, February, 2025

Precise End-Effector Control for an Aerial Manipulator Under Composite Disturbances: Theory and Experiments.
IEEE Trans Autom. Sci. Eng., 2025

Toward Air Operation Aerial Manipulator Control With a Refined Anti-Disturbance Architecture.
IEEE Trans Autom. Sci. Eng., 2025

GEVRM: Goal-Expressive Video Generation Model For Robust Visual Manipulation.
Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024
A New Observer for Perspective Vision Systems With Partially Uncertain Linear Motion Parameters.
IEEE Trans. Syst. Man Cybern. Syst., October, 2024

Contact Force Estimation of Robot Manipulators With Imperfect Dynamic Model: On Gaussian Process Adaptive Disturbance Kalman Filter.
IEEE Trans Autom. Sci. Eng., July, 2024

Continual Reinforcement Learning for Quadruped Robot Locomotion.
Entropy, January, 2024

QUART-Online: Latency-Free Large Multimodal Language Model for Quadruped Robot Learning.
CoRR, 2024

CARP: Visuomotor Policy Learning via Coarse-to-Fine Autoregressive Prediction.
CoRR, 2024

RL2AC: Reinforcement Learning-based Rapid Online Adaptive Control for Legged Robot Robust Locomotion.
Proceedings of the Robotics: Science and Systems XX, 2024

GeRM: A Generalist Robotic Model with Mixture-of-experts for Quadruped Robot.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2024

2023
Quadrotor UAV: Collision Resilience Behaviors.
IEEE Trans. Aerosp. Electron. Syst., June, 2023

QUAR-VLA: Vision-Language-Action Model for Quadruped Robots.
CoRR, 2023

RSG: Fast Learning Adaptive Skills for Quadruped Robots by Skill Graph.
CoRR, 2023

A Composite Control Strategy for Quadruped Robot by Integrating Reinforcement Learning and Model-Based Control.
IROS, 2023

2022
Compensation Filtering for Spacecraft Attitude Estimation Using Error-Covariance Reconstruction.
IEEE Trans. Instrum. Meas., 2022

Interaction Task Motion Learning for Human-Robot Interaction Control.
IEEE Trans. Hum. Mach. Syst., 2022

2020
Human-Robot Interaction Control Based on a General Energy Shaping Method.
IEEE Trans. Control. Syst. Technol., 2020

Dynamic Modularity Approach to Adaptive Control of Robotic Systems With Closed Architecture.
IEEE Trans. Autom. Control., 2020

Data-driven learning for robot control with unknown Jacobian.
Autom., 2020

Human-robot Interaction Control by using a General Sensory Model.
Proceedings of the 16th IEEE International Conference on Control & Automation, 2020

2018
Intention Based Control for Physical Human-Robot Interaction.
Proceedings of the IEEE International Conference on Real-time Computing and Robotics, 2018

Human-Robot Interaction Control Through Demonstration.
Proceedings of the 26th Mediterranean Conference on Control and Automation, 2018

Human-guided Optical Manipulation of Multiple Microscopic Objects.
Proceedings of the 2018 IEEE International Conference on Robotics and Automation, 2018

Vision based Neural Network Control of Robot Manipulators with Unknown Sensory Jacobian Matrix.
Proceedings of the 2018 IEEE/ASME International Conference on Advanced Intelligent Mechatronics, 2018

2016
Adaptive robot control for human-dominant interactions using a general task function.
Proceedings of the IEEE International Conference on Real-time Computing and Robotics, 2016