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Auxiliary Network Enhanced Hierarchical Graph Reinforcement Learning for Vehicle Repositioning 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2024, 页码: 13
Authors:  Xi, Jinhao;  Zhu, Fenghua;  Ye, Peijun;  Lv, Yisheng;  Xiong, Gang;  Wang, Fei-Yue
Favorite  |  View/Download:4/0  |  Submit date:2024/07/03
Mobility-on-demand system  vehicle repositioning  hierarchical graph reinforcement learning  auxiliary graph reinforcement learning  
Safety-Balanced Driving-Style Aware Trajectory Planning in Intersection Scenarios With Uncertain Environment 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT VEHICLES, 2023, 卷号: 8, 期号: 4, 页码: 2888-2898
Authors:  Wang, Xiao;  Tang, Ke;  Dai, Xingyuan;  Xu, Jintao;  Xi, Jinhao;  Ai, Rui;  Wang, Yuxiao;  Gu, Weihao;  Sun, Changyin
Favorite  |  View/Download:122/0  |  Submit date:2023/11/17
Trajectory  Planning  Trajectory planning  Safety  Predictive models  Training  Data models  Autonomous vehicles  trajectory planning  social interactions  uncertain circumstances  
基于多核自适应网络的高速公路交通流预测方法 期刊论文
交通运输研究, 2021, 页码: 1-9
Authors:  习金浩;  孟峰;  朱凤华;  贺正冰;  李润梅;  吕宜生
Adobe PDF(1804Kb)  |  Favorite  |  View/Download:145/62  |  Submit date:2023/06/26
DDRL: A Decentralized Deep Reinforcement Learning Method for Vehicle Repositioning 会议论文
, Indianapolis, IN, USA, 19-22 September 2021
Authors:  Jinhao Xi;  Fenghua Zhu;  Yuanyuan Chen;  Yisheng Lv;  Chang Tan;  Feiyue Wang
Adobe PDF(1652Kb)  |  Favorite  |  View/Download:133/24  |  Submit date:2023/06/26
基于深度强化学习的网约车调度算法研究 学位论文
, 2023
Authors:  习金浩
Adobe PDF(15643Kb)  |  Favorite  |  View/Download:142/8  |  Submit date:2023/06/08
Vehicle Repositioning  Deep Reinforcement Learning  Hierarchical Reinforcement Learning  Graph Neural Network  
HMDRL: Hierarchical Mixed Deep Reinforcement Learning to Balance Vehicle Supply and Demand 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2022, 卷号: 23, 期号: 11, 页码: 21861-21872
Authors:  Xi, Jinhao;  Zhu, Fenghua;  Ye, Peijun;  Lv, Yisheng;  Tang, Haina;  Wang, Fei-Yue
Adobe PDF(3316Kb)  |  Favorite  |  View/Download:310/41  |  Submit date:2022/09/19
deep reinforcement learning  online ride-hailing system  hierarchical repositioning framework  parallel coordination mechanism  mixed state