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Enming Liang
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An integrated reinforcement learning and centralized programming approach for online taxi dispatching
E Liang, K Wen, WHK Lam, A Sumalee, R Zhong
IEEE Transactions on Neural Networks and Learning Systems 33 (9), 4742-4756, 2021
632021
Neuro-dynamic programming for optimal control of macroscopic fundamental diagram systems
ZC Su, AHF Chow, N Zheng, YP Huang, EM Liang, RX Zhong
Transportation Research Part C: Emerging Technologies 116, 102628, 2020
392020
Adaptive signal control for bus service reliability with connected vehicle technology via reinforcement learning
AHF Chow, ZC Su, EM Liang, RX Zhong
Transportation Research Part C: Emerging Technologies 129, 103264, 2021
282021
Hierarchical control for stochastic network traffic with reinforcement learning
ZC Su, AHF Chow, CL Fang, EM Liang, RX Zhong
Transportation Research Part B: Methodological 167, 196-216, 2023
172023
Oam: An option-action reinforcement learning framework for universal multi-intersection control
E Liang, Z Su, C Fang, R Zhong
Proceedings of the AAAI Conference on Artificial Intelligence 36 (4), 4550-4558, 2022
102022
Low complexity homeomorphic projection to ensure neural-network Solution feasibility for optimization over (non-) convex set
E Liang, M Chen, S Low
The 40th International Conference on Machine Learning (ICML), 2023
52023
Real-time multi-resource jointed scheduling of container terminals with uncertainties using a reinforcement learning approach
R Zhong, K Wen, C Fang, E Liang
2022 13th Asian Control Conference (ASCC), 110-115, 2022
42022
Generative Learning for Solving Non-Convex Problem with Multi-Valued Input-Solution Mapping
E Liang, M Chen
The Twelfth International Conference on Learning Representations (ICLR), 2023
12023
Characterizing ResNet's Universal Approximation Capability
LIU Chenghao, E Liang, M Chen
The 41st International Conference on Machine Learning (ICML), 2024
2024
An Approximate Dynamic Programming Approach to Vehicle Dispatching and Relocation Using Time-Dependent Travel Times
Y Huang, N Zheng, E Liang, SC Hsu, R Zhong
26th International Conference on Intelligent Transportation Systems (ITSC …, 2023
2023
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Articles 1–10