Kun Lei

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 11

Top Topics

Routing Problem

Reinforcement Learning

Tumor Classification

Joint Optimization

Top Venues

Interact. Learn. Environ.

IEEE Trans. Ind. Informatics

Publications

Kun Lei, Zhengmao He, Chenhao Lu, Kaizhe Hu, Yang Gao, Huazhe Xu
Uni-O4: Unifying Online and Offline Deep Reinforcement Learning with Multi-Step On-Policy Optimization. ICLR (2024)
Zhengmao He, Kun Lei, Yanjie Ze, Koushil Sreenath, Zhongyu Li, Huazhe Xu
Learning Visual Quadrupedal Loco-Manipulation from Demonstrations. CoRR (2024)
Kun Lei, Peng Guo, Yi Wang, Jian Zhang, Xiangyin Meng, Linmao Qian
Large-Scale Dynamic Scheduling for Flexible Job-Shop With Random Arrivals of New Jobs by Hierarchical Reinforcement Learning. IEEE Trans. Ind. Informatics 20 (1) (2024)
Zifeng Zhuang, Kun Lei, Jinxin Liu, Donglin Wang, Yilang Guo
Behavior Proximal Policy Optimization. ICLR (2023)
Kun Lei, Zhengmao He, Chenhao Lu, Kaizhe Hu, Yang Gao, Huazhe Xu
Uni-O4: Unifying Online and Offline Deep Reinforcement Learning with Multi-Step On-Policy Optimization. CoRR (2023)
Kun Lei
The effectiveness of special apps for online piano lessons. Interact. Learn. Environ. 31 (10) (2023)
Zifeng Zhuang, Kun Lei, Jinxin Liu, Donglin Wang, Yilang Guo
Behavior Proximal Policy Optimization. CoRR (2023)
Kun Lei, Peng Guo, Wenchao Zhao, Yi Wang, Linmao Qian, Xiangyin Meng, Liansheng Tang
A multi-action deep reinforcement learning framework for flexible Job-shop scheduling problem. Expert Syst. Appl. 205 (2022)
Kun Lei, Peng Guo, Yi Wang, Jianyu Xiong, Wenchao Zhao
An End-to-end Hierarchical Reinforcement Learning Framework for Large-scale Dynamic Flexible Job-shop Scheduling Problem. IJCNN (2022)
Kun Lei, Peng Guo, Yi Wang, Xiao Wu, Wenchao Zhao
Solve routing problems with a residual edge-graph attention neural network. Neurocomputing 508 (2022)
Kun Lei, Peng Guo, Yi Wang, Xiao Wu, Wenchao Zhao
Solve routing problems with a residual edge-graph attention neural network. CoRR (2021)