| 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 | 71 | 2021 |
| 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 | 44 | 2020 |
| 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 | 37 | 2021 |
| 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 | 30 | 2023 |
| 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 | 15 | 2022 |
| 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 | 12 | 2023 |
| 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 | 5 | 2022 |
| Characterizing ResNet's Universal Approximation Capability C Liu, E Liang, M Chen The 41st International Conference on Machine Learning (ICML), 2024 | 1* | 2024 |
| 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 | 1 | 2023 |
| 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 | 1 | 2023 |
| European Electricity Grids May Exhibit Heatwave-induced Capacity Bottlenecks S Keshav, M Chen, E Liang | | 2024 |
| Homeomorphic Projection to Ensure Neural-Network Solution Feasibility for Constrained Optimization E Liang, M Chen, SH Low Journal of Machine Learning Research 25, 1-54, 2024 | | 2024 |
Renxin ZHONGProfessor, School of Intelligent Systems Engineering, Sun Yat-Sen University在 mail.sysu.edu.cn 的电子邮件经过验证
