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Kun LEI
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A multi-action deep reinforcement learning framework for flexible Job-shop scheduling problem
K Lei, P Guo, W Zhao, Y Wang, L Qian, X Meng, L Tang
Expert Systems with Applications 205, 117796, 2022
712022
Solve routing problems with a residual edge-graph attention neural network
K Lei, P Guo, Y Wang, X Wu, W Zhao
Neurocomputing 508, 79-98, 2022
342022
Behavior proximal policy optimization
Z Zhuang*, K Lei*, J Liu, D Wang, Y Guo
International Conference on Learning Representations (ICLR) 2023, 2023
192023
Large-scale dynamic scheduling for flexible job-shop with random arrivals of new jobs by hierarchical reinforcement learning
K Lei, P Guo, Y Wang, J Zhang, X Meng, L Qian
IEEE Transactions on Industrial Informatics, 2023
12*2023
Uni-O4: Unifying Online and Offline Deep Reinforcement Learning with Multi-Step On-Policy Optimization
K Lei, Z He, C Lu, K Hu, Y Gao, H Xu
International Conference on Learning Representations (ICLR) 2024, 2023
42023
Learning Visual Quadrupedal Loco-Manipulation from Demonstrations
Z He, K Lei, Y Ze, K Sreenath, Z Li, H Xu
arXiv preprint arXiv:2403.20328, 2024
2024
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