Junjie Sheng
Junjie Sheng
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Learning structured communication for multi-agent reinforcement learning
J Sheng, X Wang, B Jin, J Yan, W Li, TH Chang, J Wang, H Zha
Autonomous Agents and Multi-Agent Systems 36 (2), 50, 2022
Learning to schedule multi-NUMA virtual machines via reinforcement learning
J Sheng, Y Hu, W Zhou, L Zhu, B Jin, J Wang, X Wang
Pattern Recognition 121, 108254, 2022
Dealing with non-stationarity in marl via trust-region decomposition
W Li, X Wang, B Jin, J Sheng, H Zha
arXiv preprint arXiv:2102.10616, 2021
VMAgent: A practical virtual machine scheduling platform
J Sheng, S Cai, H Cui, W Li, Y Hua, B Jin, W Zhou, Y Hu, L Zhu, Q Peng, ...
Proceedings of the 31st International Joint Conference on Artificial …, 2022
Structured diversification emergence via reinforced organization control and hierarchical consensus learning
W Li, X Wang, B Jin, J Sheng, Y Hua, H Zha
arXiv preprint arXiv:2102.04775, 2021
Obtaining Dyadic Fairness by Optimal Transport
M Yang, J Sheng, W Liu, B Jin, X Wang, X Wang
2022 IEEE International Conference on Big Data (Big Data), 4726-4732, 2022
Learning Cooperative Oversubscription for Cloud by Chance-Constrained Multi-Agent Reinforcement Learning
J Sheng, L Wang, F Yang, B Qiao, H Dong, X Wang, B Jin, J Wang, S Qin, ...
Proceedings of the ACM Web Conference 2023, 2927-2936, 2023
Negotiated Reasoning: On Provably Addressing Relative Over-Generalization
J Sheng, W Li, B Jin, H Zha, J Wang, X Wang
arXiv preprint arXiv:2306.05353, 2023
ReAssigner: A Plug-and-Play Virtual Machine Scheduling Intensifier for Heterogeneous Requests
H Cui, J Sheng, B Jin, Y Hu, L Su, L Zhu, W Zhou, X Wang
2022 IEEE International Conference on Big Data (Big Data), 3726-3734, 2022
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