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2020 – today
- 2024
[j3]Jiahui Sun
, Haiming Jin, Zhaoxing Yang, Lu Su:
Optimizing Long-Term Efficiency and Fairness in Ride-Hailing Under Budget Constraint via Joint Order Dispatching and Driver Repositioning. IEEE Trans. Knowl. Data Eng. 36(7): 3348-3362 (2024)- [c8]Zhaoxing Yang, Haiming Jin, Yao Tang, Guiyun Fan:
Risk-Aware Constrained Reinforcement Learning with Non-Stationary Policies. AAMAS 2024: 2029-2037 - [c7]Zhaoxing Yang, Haiming Jin, Guiyun Fan, Min Lu, Yiran Liu, Xinlang Yue, Hao Pan, Zhe Xu, Guobin Wu, Qun Li, Xiaotong Wang, Jiecheng Guo:
Rethinking Order Dispatching in Online Ride-Hailing Platforms. KDD 2024: 3863-3873 - 2023
- [c6]Zhaoxing Yang, Haiming Jin, Rong Ding, Haoyi You, Guiyun Fan, Xinbing Wang, Chenghu Zhou:
DeCOM: Decomposed Policy for Constrained Cooperative Multi-Agent Reinforcement Learning. AAAI 2023: 10861-10870 - [c5]Haoyi You, Beichen Yu, Haiming Jin, Zhaoxing Yang, Jiahui Sun:
User-Oriented Robust Reinforcement Learning. AAAI 2023: 15269-15277 - [c4]Haiming Jin, Yifei Wei, Zhaoxing Yang, Zirui Liu, Guiyun Fan:
Multi-Intersection Management for Connected Autonomous Vehicles by Reinforcement Learning. ICDCS 2023: 649-659 - 2022
- [j2]Guiyun Fan, Zhaoxing Yang, Haiming Jin, Xiaoying Gan, Xinbing Wang:
Enabling Optimal Control Under Demand Elasticity for Electric Vehicle Charging Systems. IEEE Trans. Mob. Comput. 21(3): 955-970 (2022) - [j1]Enshu Wang, Rong Ding, Zhaoxing Yang, Haiming Jin, Chenglin Miao, Lu Su, Fan Zhang, Chunming Qiao, Xinbing Wang:
Joint Charging and Relocation Recommendation for E-Taxi Drivers via Multi-Agent Mean Field Hierarchical Reinforcement Learning. IEEE Trans. Mob. Comput. 21(4): 1274-1290 (2022) - [c3]Jiahui Sun, Haiming Jin, Zhaoxing Yang, Lu Su, Xinbing Wang:
Optimizing Long-Term Efficiency and Fairness in Ride-Hailing via Joint Order Dispatching and Driver Repositioning. KDD 2022: 3950-3960 - [i2]Haoyi You, Beichen Yu, Haiming Jin, Zhaoxing Yang, Jiahui Sun, Xinbing Wang:
User-Oriented Robust Reinforcement Learning. CoRR abs/2202.07301 (2022) - 2021
- [c2]Zhaoxing Yang, Guiyun Fan, Haiming Jin:
Constrained Multi-Agent Reinforcement Learning for Managing Electric Self-Driving Taxis. ICPADS 2021: 591-598 - [c1]Rong Ding, Zhaoxing Yang, Yifei Wei, Haiming Jin, Xinbing Wang:
Multi-Agent Reinforcement Learning for Urban Crowd Sensing with For-Hire Vehicles. INFOCOM 2021: 1-10 - [i1]Zhaoxing Yang, Rong Ding, Haiming Jin, Yifei Wei, Haoyi You, Guiyun Fan, Xiaoying Gan, Xinbing Wang:
DeCOM: Decomposed Policy for Constrained Cooperative Multi-Agent Reinforcement Learning. CoRR abs/2111.05670 (2021)
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