| Optimizing Long-Term Efficiency and Fairness in Ride-Hailing under Budget Constraint via Joint Order Dispatching and Driver Repositioning J Sun, H Jin, Z Yang, L Su IEEE Transactions on Knowledge and Data Engineering, 2024 | 2544 | 2024 |
| Joint charging and relocation recommendation for e-taxi drivers via multi-agent mean field hierarchical reinforcement learning E Wang, R Ding, Z Yang, H Jin, C Miao, L Su, F Zhang, C Qiao, X Wang IEEE Transactions on Mobile Computing 21 (4), 1274-1290, 2020 | 54 | 2020 |
| Multi-agent reinforcement learning for urban crowd sensing with for-hire vehicles R Ding, Z Yang, Y Wei, H Jin, X Wang IEEE INFOCOM 2021-IEEE Conference on Computer Communications, 1-10, 2021 | 32 | 2021 |
| Optimizing long-term efficiency and fairness in ride-hailing via joint order dispatching and driver repositioning J Sun, H Jin, Z Yang, L Su, X Wang Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and …, 2022 | 31 | 2022 |
| Enabling optimal control under demand elasticity for electric vehicle charging systems G Fan, Z Yang, H Jin, X Gan, X Wang IEEE Transactions on Mobile Computing 21 (3), 955-970, 2020 | 23 | 2020 |
| Multi-Intersection Management for Connected Autonomous Vehicles by Reinforcement Learning H Jin, Y Wei, Z Yang, Z Liu, G Fan 2023 IEEE 43rd International Conference on Distributed Computing Systems …, 2023 | 5 | 2023 |
| DeCOM: decomposed policy for constrained cooperative multi-agent reinforcement learning Z Yang, H Jin, R Ding, H You, G Fan, X Wang, C Zhou Proceedings of the AAAI Conference on Artificial Intelligence 37 (9), 10861 …, 2023 | 4 | 2023 |
| Risk-Aware Constrained Reinforcement Learning with Non-Stationary Policies Z Yang, H Jin, Y Tang, G Fan Proceedings of the 23rd International Conference on Autonomous Agents and …, 2024 | 1 | 2024 |
| Rethinking Order Dispatching in Online Ride-Hailing Platforms Z Yang, H Jin, G Fan, M Lu, Y Liu, X Yue, H Pan, Z Xu, G Wu, Q Li, ... Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and …, 2024 | | 2024 |
| User-oriented robust reinforcement learning H You, B Yu, H Jin, Z Yang, J Sun Proceedings of the AAAI Conference on Artificial Intelligence 37 (12), 15269 …, 2023 | | 2023 |
| Constrained Multi-Agent Reinforcement Learning for Managing Electric Self-Driving Taxis Z Yang, G Fan, H Jin 2021 IEEE 27th International Conference on Parallel and Distributed Systems …, 2021 | | 2021 |
Haiming JinShanghai Jiao Tong UniversityEmail verificata su sjtu.edu.cn