Yunkun Xu

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 6

Top Topics

Error Compensation

Reinforcement Learning

Kernel Learning

Top Venues

Neural Comput. Appl.

IEEE Trans. Ind. Informatics

Publications

Guifang Duan, Yunkun Xu, Zhenyu Liu, Jianrong Tan
Hand-in-Hand Guidance: An Explore-Exploit Based Reinforcement Learning Method for Performance Driven Assembly-Adjustment. IEEE Trans. Ind. Informatics 19 (10) (2023)
Yunkun Xu, Zhenyu Liu, Guifang Duan, Jiangcheng Zhu, Xiaolong Bai, Jianrong Tan
Look Before You Leap: Safe Model-Based Reinforcement Learning with Human Intervention. CoRR (2021)
Zhenyu Liu, Yunkun Xu, Guifang Duan, Chan Qiu, Jianrong Tan
Accurate on-line support vector regression incorporated with compensated prior knowledge. Neural Comput. Appl. 33 (15) (2021)
Yunkun Xu, Zhenyu Liu, Guifang Duan, Jiangcheng Zhu, Xiaolong Bai, Jianrong Tan
Look Before You Leap: Safe Model-Based Reinforcement Learning with Human Intervention. CoRL (2021)
Minglong Yang, Jin Cheng, Yunkun Xu, Zhenyu Liu
Stochastic Isogeometric Analysis for Reliability Evaluation of Shell Structures Based on Multi-scale Support Vector Regression. ICVISP (2020)
Zhenyu Liu, Yunkun Xu, Chan Qiu, Jianrong Tan
A novel support vector regression algorithm incorporated with prior knowledge and error compensation for small datasets. Neural Comput. Appl. 31 (9) (2019)