基于博弈强化学习的交通态势协同演化机制研究

61876023
2018
F0610.交叉学科中的人工智能问题
李静林
面上项目
教授
北京邮电大学
64万元
深度强化学习;演化博弈;车联网;智能交通系统;交通态势演化
2019-01-01到2022-12-31
  • 中英文摘要
  • 结题摘要
  • 结题报告
  • 项目成果
  • 项目参与人
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序号 标题 类型 作者
1 F-Transformer: Point Cloud Fusion Transformer for Cooperative 3D Object Detection 会议论文 Wang Jie;Luo Guiyang;Yuan Quan;Li Jinglin
2 A Multi-Vehicle Cooperative Routing Method Based on Evolutionary Game Theory 会议论文 Lu Jiawei;Li Jinglin;Yuan Quan;Chen Bo
3 基于5G的智能驾驶技术与应用 专著 袁泉;罗贵阳;李静林;陶吉;胡星
4 C2FDA: Coarse-to-Fine Domain Adaptation for Traffic Object Detection 期刊论文 Zhang Hui;Luo Guiyang;Li Jinglin;Wang Feiyue
5 An edge-Assisted vehicle routing method based on game-Theoretic multiagent learning 会议论文 Zhu Bichuan;Li Jinglin;Yuan Quan;Lu Jiawei;Yang Shu
6 A Traffic Prediction Enabled Double Rewarded Value Iteration Network for Route Planning 期刊论文 Li Jinglin;Fu Dawei;Yuan Quan;Zhang Haohan;Chen Kaihui;Yang Shu;Yang Fangchun
7 A Road Traffic Guidance Service Based on Deep Reinforcement Learning 会议论文 Chen Kaihui;Liu Zhihan;Li Jinglin;Yuan Quan
8 流数据分析技术 专著 李静林;袁泉
9 An End-to-End Load Balancer Based on Deep Learning for Vehicular Network Traffic Control 期刊论文 Li Jinglin;Luo Guiyang;Cheng Nan;Yuan Quan;Wu Zhiheng;Gao Shang;Liu Zhihan
10 一种基于分布式群智学习的多车协同规划方法 专利 李静林;袁泉;罗贵阳;王艳涛;朱毕川;王尚广;周傲;刘志晗
11 Joint route planning and traffic signal timing for connected vehicles: An edge cloud enabled multi-Agent game method 会议论文 Chen Bo;Yuan Quan;Li Jinglin;Lu Jiawei;Zhu Bichuan
12 Cooperative Multi-agent Reinforcement Learning withHierachical Communication Architecture 会议论文 Liu Shifan;Yuan Quan;Chen Bo;Luo Guiyang;Li Jinglin
13 SI-RCNN: A Shape-Invariant Set-Abstraction for 3D Object detection 会议论文 Wu Xiaoping;Luo Guiyang;Yuan Quan;Li Jinglin;Yang Fangchun
14 Learning Effective Multi-Vehicle Cooperation at Unsignalized Intersection via Bandwidth-Constrained Communication 会议论文 Li Ziyan;Yuan Quan;Luo Guiyang;Li Jinglin
15 GraphComm: Efficient Graph Convolutional Communication for Multiagent Cooperation 期刊论文 Yuan Quan;Fu Xiaoyuan;Li Ziyan;Luo Guiyang;Li Jinglin;Yang Fangchun
16 MF-Net: Meta Fusion Network for 3D object detection 会议论文 Meng Zhaoxin;Luo Guiyang;Yuan Quan;Li Jinglin;Yang Fangchun
17 ACP Based Large-Scale Coordinated Route Planning: From Perspective of Cyber-Physical-Social Systems 会议论文 Luo Guiyang;Zhang Hui;Wang Xiao;Yuan Quan;Li Jinglin;Wang Feiyue
18 Software-Defined Cooperative Data Sharing in Edge Computing Assisted 5G-VANET 期刊论文 Luo Guiyang;Zhou Haibo;Cheng Nan;Yuan Quan;Li Jinglin;Yang Fangchun;Shen Xuemin
19 Cross-Domain Resource Orchestration for the Edge-Computing-Enabled Smart Road 期刊论文 Yuan Quan;Li Jinglin;Zhou Haibo;Luo Guiyang;Lin Tao;Yang Fangchun;Shen Xuemin
20 A Hierarchical Traffic-Balanced Route Planning Method for Connected Vehicles 会议论文 Han Xu;Lu Jiawei;Yuan Quan;Li Jinglin
21 Cooperative Traffic Signal Control Based on Multi-agent Reinforcement Learning 会议论文 Gao Ruowen;Liu Zhihan;Li Jinglin;Yuan Quan
22 WR-SRPG: Joint Walking Rhythm and Social Relation-Potential for Pedestrian Trajectory Prediction 会议论文 Mo Haojie;Yuan Quan;Luo Guiyang;Li Jinglin
23 Coded Cooperative Data Exchange in Multi-channel Multi-hop Wireless Networks 期刊论文 Luo Guiyang;Wang Xiaodong;Li Jinglin;Yang Fangchun
24 一种通信敏感的多智能体协同方法 专利 李静林;袁泉;刘丽哲;罗贵阳;李梓延;刘志晗;王尚广
25 Edge Service Migration for Vehicular Networks Based on Multi-agent Deep Reinforcement Learning 会议论文 Zhang Haohan;Li Jinglin;Yuan Quan
26 Learning Navigation via R-VIN on Road Graphs 会议论文 Wei Xiaojuan;Li Jinglin;Yuan Quan;Han Xu;Yang Fangchun
27 A Dual-Attention-Based Neural Network for See-Through Driving Decision 会议论文 Xu Fanqi;Li Jinglin;Yuan Quan;Luo Guiyang
28 ST-Tracking: Spatial-temporal Graph Convolution Neural Network for Multi-object Tracking 会议论文 Xue Yaqing;Luo Guiyang;Yuan Quan;Li Jinglin;Yang Fangchun
29 Enabling Self-defined Navigation on Road Graph via Double Rewarded Generalized VIN 会议论文 Wei Xiaojuan;Li Jinglin;Yuan Quan;Zhang Zhe;Zha Yangyang;Yang Fangchun
30 Complementarity-Enhanced and Redundancy-Minimized Collaboration Network for Multi-agent Perception 会议论文 Luo Guiyang;Zhang Hui;Yuan Quan;Li Jinglin
31 Learning Route Planning from Experienced Drivers Using Generalized Value Iteration Network 会议论文 Wang Xiao;Yuan QUan;Liu Zhihan;Dong Yushun;Wei Xiaojuan;Li Jinglin
32 CESense: Cost-Effective Urban Environment Sensing in Vehicular Sensor Networks 期刊论文 Yuan Quan;Zhou Haibo;Liu Zhihan;Li Jinglin;Yang Fangchun;Shen Xuemin
33 ESTNet: Embedded Spatial-Temporal Network for Modeling Traffic Flow Dynamics 期刊论文 Luo Guiyang;Zhang Hui;Yuan Quan;Li Jinglin;Wang Fei-Yue
34 Multi-data source trajectory post-fusion based on sliding clustering in the Internet of Vehicles 会议论文 Huang Yichao;Li Jinglin
35 A Joint Service Migration and Mobility Optimization Approach for Vehicular Edge Computing 期刊论文 Yuan Quan;Li Jinglin;Zhou Haibo;Lin Tao;Luo Guiyang;Shen Xuemin
36 Predicting Steering for Autonomous Vehicles Based on Crowd Sensing and Deep Learning 会议论文 Liu Taiyu;Li Jinglin;Yuan Quan
37 Artificial Intelligence Powered Mobile Networks: From Cognition to Decision 期刊论文 Luo Guiyang;Yuan Quan;Li Jinglin;Wang Shangguang;Yang Fangchun
38 A Multi-Timescale Load Balancing Approach in Vehicular Edge Computing 会议论文 Lin Tao;Yuan Quan;Li Jinglin;Yang Shu
39 Predicting Fine-Grained Traffic Conditions via Spatio-Temporal LSTM 期刊论文 Wei Xiaojuan;Li Jinglin;Yuan Quan;Chen Kaihui;Zhou Ao;Yang Fangchun
40 A Double-Layer Collaborative Apportionment Method for Personalized and Balanced Routing 期刊论文 Wei Xiaojuan;Han Xu;Zhu Bichuan;Li Jinglin;Yang Fangchun
41 Integrated Route Planning and Resource Allocation for Connected Vehicles 期刊论文 Yuan Quan;Chen Bo;Luo Guiyang;Li Jinglin;Yang Fangchun
42 Multiagent Adversarial Collaborative Learning via Mean-Field Theory 期刊论文 Luo Guiyang;Zhang Hui;He Haibo;Li Jinglin;Wang Fei-Yue
43 一种端到端的多目标识别、追踪与预测方法 专利 李静林;罗贵阳;袁泉;李冠略;薛亚清;刘志晗;周傲
44 一种基于价值图的智能网联驾驶规划方法 专利 李静林;袁泉;罗贵阳;张喆;王尚广;周傲;刘志晗
45 车路协同场景下基于多源融合的三维目标检测与识别方法 专利 李静林;罗贵阳;袁泉;刘志晗;吴晓萍;孟兆昕;杨放春
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