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Wenzhen Huang
Wenzhen Huang
Verified email at tsinghua.edu.cn
Title
Cited by
Cited by
Year
Bootstrap estimated uncertainty of the environment model for model-based reinforcement learning
W Huang, J Zhang, K Huang
Proceedings of the AAAI conference on artificial intelligence 33 (01), 3870-3877, 2019
112019
Carbon emissions of 5G mobile networks in China
T Li, L Yu, Y Ma, T Duan, W Huang, Y Zhou, D Jin, Y Li, T Jiang
Nature Sustainability 6 (12), 1620-1631, 2023
62023
Reinforcement learning enhances the experts: Large-scale covid-19 vaccine allocation with multi-factor contact network
Q Hao, W Huang, F Xu, K Tang, Y Li
Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and …, 2022
62022
Safe-NORA: Safe Reinforcement Learning-based Mobile Network Resource Allocation for Diverse User Demands
W Huang, T Li, Y Cao, Z Lyu, Y Liang, L Yu, D Jin, J Zhang, Y Li
Proceedings of the 32nd ACM International Conference on Information and …, 2023
32023
ILRoute: A Graph-based Imitation Learning Method to Unveil Riders' Routing Strategies in Food Delivery Service
T Feng, H Yan, H Wang, W Huang, Y Han, H Liao, J Hao, Y Li
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023
32023
Learning to reweight imaginary transitions for model-based reinforcement learning
W Huang, Q Yin, J Zhang, K Huang
Proceedings of the AAAI Conference on Artificial Intelligence 35 (9), 7848-7856, 2021
32021
Consistency regularization for ensemble model based reinforcement learning
R Jia, Q Li, W Huang, J Zhang, X Li
PRICAI 2021: Trends in Artificial Intelligence: 18th Pacific Rim …, 2021
32021
Carbon emissions and sustainability of launching 5G mobile networks in China
T Li, L Yu, Y Ma, T Duan, W Huang, Y Zhou, D Jin, Y Li, T Jiang
arXiv preprint arXiv:2306.08337, 2023
22023
A self-paced category-aware approach for unsupervised adaptation networks
W Huang, P Yang, K Huang
2017 IEEE International Conference on Data Mining (ICDM), 919-924, 2017
22017
GAT-MF: Graph Attention Mean Field for Very Large Scale Multi-Agent Reinforcement Learning
Q Hao, W Huang, T Feng, J Yuan, Y Li
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023
12023
Congestion-aware Spatio-Temporal Graph Convolutional Network Based A* Search Algorithm for Fastest Route Search
H Sui, H Yan, T Zheng, W Huang, Y Zhuang, Y Li
ACM Transactions on Knowledge Discovery from Data, 2024
2024
How AI-driven Digital Twins Can Empower Mobile Networks
T Li, F Jiang, Q Yu, W Huang, T Jiang, D Jin
arXiv preprint arXiv:2311.12273, 2023
2023
Adjustable Quantile-Guided Diffusion Policy for Diverse Behavior Generation in Offline RL
W Huang, T Li, J Zhang, D Jin, Y Li
2023
Data-efficient model-based reinforcement learning with trajectory discrimination
T Qu, F Duan, J Zhang, B Zhao, W Huang
Complex & Intelligent Systems, 1-10, 2023
2023
Planning with Exploration: Addressing Dynamics Bottleneck in Model-based Reinforcement Learning
X Wang, J Zhang, W Huang, Q Yin
arXiv preprint arXiv:2010.12914, 2020
2020
From Classification to Regression: Model Transfer for Visual Aesthetic Quality Assessment
W Huang, P Yang, K Huang
2017 4th IAPR Asian Conference on Pattern Recognition (ACPR), 304-309, 2017
2017
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