Guanjie Zheng
Guanjie Zheng
Vahvistettu sähköpostiosoite verkkotunnuksessa sjtu.edu.cn - Kotisivu
Nimike
Viittaukset
Viittaukset
Vuosi
Revisiting spatial-temporal similarity: A deep learning framework for traffic prediction
H Yao, X Tang, H Wei, G Zheng, Z Li
Proceedings of the AAAI conference on artificial intelligence 33 (01), 5668-5675, 2019
274*2019
DRN: A deep reinforcement learning framework for news recommendation
G Zheng, F Zhang, Z Zheng, Y Xiang, NJ Yuan, X Xie, Z Li
Proceedings of the 2018 World Wide Web Conference, 167-176, 2018
2472018
Intellilight: A reinforcement learning approach for intelligent traffic light control
H Wei, G Zheng, H Yao, Z Li
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge …, 2018
1942018
A survey on traffic signal control methods
H Wei, G Zheng, V Gayah, Z Li
arXiv preprint arXiv:1904.08117, 2019
572019
Colight: Learning network-level cooperation for traffic signal control
H Wei, N Xu, H Zhang, G Zheng, X Zang, C Chen, W Zhang, Y Zhu, K Xu, ...
Proceedings of the 28th ACM International Conference on Information and …, 2019
462019
Presslight: Learning max pressure control to coordinate traffic signals in arterial network
H Wei, C Chen, G Zheng, K Wu, V Gayah, K Xu, Z Li
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge …, 2019
352019
Big groundwater data sets reveal possible rare contamination amid otherwise improved water quality for some analytes in a region of Marcellus shale development
T Wen, X Niu, M Gonzales, G Zheng, Z Li, SL Brantley
Environmental science & technology 52 (12), 7149-7159, 2018
302018
Learning phase competition for traffic signal control
G Zheng, Y Xiong, X Zang, J Feng, H Wei, H Zhang, Y Li, K Xu, Z Li
Proceedings of the 28th ACM International Conference on Information and …, 2019
262019
Contextual spatial outlier detection with metric learning
G Zheng, SL Brantley, T Lauvaux, Z Li
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge …, 2017
252017
Toward A thousand lights: Decentralized deep reinforcement learning for large-scale traffic signal control
C Chen, H Wei, N Xu, G Zheng, M Yang, Y Xiong, K Xu, Z Li
Proceedings of the AAAI Conference on Artificial Intelligence 34 (04), 3414-3421, 2020
232020
Diagnosing reinforcement learning for traffic signal control
G Zheng, X Zang, N Xu, H Wei, Z Yu, V Gayah, K Xu, Z Li
arXiv preprint arXiv:1905.04716, 2019
202019
Learning traffic signal control from demonstrations
Y Xiong, G Zheng, K Xu, Z Li
Proceedings of the 28th ACM International Conference on Information and …, 2019
152019
MetaLight: Value-Based Meta-Reinforcement Learning for Traffic Signal Control
X Zang, H Yao, G Zheng, N Xu, K Xu, Z Li
Proceedings of the AAAI Conference on Artificial Intelligence 34 (01), 1153-1160, 2020
122020
Learning to simulate vehicle trajectories from demonstrations
G Zheng, H Liu, K Xu, Z Li
2020 IEEE 36th International Conference on Data Engineering (ICDE), 1822-1825, 2020
82020
Discovery of causal time intervals
Z Li, G Zheng, A Agarwal, L Xue, T Lauvaux
Proceedings of the 2017 SIAM International Conference on Data Mining, 804-812, 2017
72017
Scientist–Nonscientist Teams Explore Methane Sources in Streams Near Oil/Gas Development
AK Wendt, T Sowers, S Hynek, J Lemon, E Beddings, G Zheng, Z Li, ...
Journal of Contemporary Water Research & Education 164 (1), 80-111, 2018
62018
Targeted knowledge transfer for learning traffic signal plans
N Xu, G Zheng, K Xu, Y Zhu, Z Li
Pacific-Asia Conference on Knowledge Discovery and Data Mining, 175-187, 2019
32019
Recent advances in reinforcement learning for traffic signal control: A survey of models and evaluation
H Wei, G Zheng, V Gayah, Z Li
ACM SIGKDD Explorations Newsletter 22 (2), 12-18, 2021
22021
Deep reinforcement learning for traffic signal control along arterials
H Wei, C Chen, K Wu, G Zheng, Z Yu, V Gayah, Z Li
22019
Learning to Simulate on Sparse Trajectory Data
H Wei, C Chen, C Liu, G Zheng, Z Li
arXiv preprint arXiv:2103.11845, 2021
12021
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