Kun Lei

According to our database, Kun Lei authored at least 8 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Large-Scale Dynamic Scheduling for Flexible Job-Shop With Random Arrivals of New Jobs by Hierarchical Reinforcement Learning.

Kun Lei, Peng Guo, Yi Wang, Jian Zhang, Xiangyin Meng, Linmao Qian

IEEE Trans. Ind. Informatics, January, 2024

Learning Visual Quadrupedal Loco-Manipulation from Demonstrations.

Zhengmao He, Kun Lei, Yanjie Ze, Koushil Sreenath, Zhongyu Li, Huazhe Xu

CoRR, 2024

Uni-O4: Unifying Online and Offline Deep Reinforcement Learning with Multi-Step On-Policy Optimization.

Kun Lei, Zhengmao He, Chenhao Lu, Kaizhe Hu, Yang Gao, Huazhe Xu

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

The effectiveness of special apps for online piano lessons.

Kun Lei

Interact. Learn. Environ., December, 2023

Behavior Proximal Policy Optimization.

Zifeng Zhuang, Kun Lei, Jinxin Liu, Donglin Wang, Yilang Guo

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

Solve routing problems with a residual edge-graph attention neural network.

Kun Lei, Peng Guo, Yi Wang, Xiao Wu, Wenchao Zhao

Neurocomputing, 2022

A multi-action deep reinforcement learning framework for flexible Job-shop scheduling problem.

Kun Lei, Peng Guo, Wenchao Zhao, Yi Wang, Linmao Qian, Xiangyin Meng, Liansheng Tang

Expert Syst. Appl., 2022

An End-to-end Hierarchical Reinforcement Learning Framework for Large-scale Dynamic Flexible Job-shop Scheduling Problem.

Kun Lei, Peng Guo, Yi Wang, Jianyu Xiong, Wenchao Zhao

Proceedings of the International Joint Conference on Neural Networks, 2022