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CASIA OpenIR
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Embed Trajectory Imitation in Reinforcement Learning: A Hybrid Method for Autonomous Vehicle Planning 会议论文
/, Orlando, FL, USA, 2023-11
作者:  Wang, Yuxiao;  Dai, Xingyuan;  Wang, Kara;  Ali, Hub;  Zhu, Fenghua
Adobe PDF(1410Kb)  |  收藏  |  浏览/下载：45/11  |  提交时间：2024/06/11
Imitation Learning  Trajectory Planning  Deep Reinforcement Learning  Autonomous Driving  
Learning Transformer-based Cooperation for Networked Traffic Signal Control 会议论文
, Macau, China, 2022-10
作者:  Zhao, Chen;  Dai, Xingyuan;  Wang, Xiao;  Li, Lingxi;  Lv, Yisheng;  Wang, Fei-Yue
Adobe PDF(1431Kb)  |  收藏  |  浏览/下载：41/15  |  提交时间：2024/05/28
Event-Triggered Deep Reinforcement Learning Using Parallel Control: A Case Study in Autonomous Driving 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT VEHICLES, 2023, 卷号: 8, 期号: 4, 页码: 2821-2831
作者:  Lu, Jingwei;  Han, Liyuan;  Wei, Qinglai;  Wang, Xiao;  Dai, Xingyuan;  Wang, Fei-Yue
收藏  |  浏览/下载：120/0  |  提交时间：2023/11/17
Autonomous vehicles  Decision making  Path planning  Training  Optimal control  Deep learning  Complex systems  Autonomous driving  deep reinforcement learning  deep Q-network  event-triggered control  parallel control  
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
作者:  Wang, Xiao;  Tang, Ke;  Dai, Xingyuan;  Xu, Jintao;  Xi, Jinhao;  Ai, Rui;  Wang, Yuxiao;  Gu, Weihao;  Sun, Changyin
收藏  |  浏览/下载：125/0  |  提交时间：2023/11/17
Trajectory  Planning  Trajectory planning  Safety  Predictive models  Training  Data models  Autonomous vehicles  trajectory planning  social interactions  uncertain circumstances  
AUTOSIM: Automated Urban Traffic Operation Simulation via Meta-Learning 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 9, 页码: 1871-1881
作者:  Yuanqi Qin;  Wen Hua;  Junchen Jin;  Jun Ge;  Xingyuan Dai;  Lingxi Li;  Xiao Wang;  Fei-Yue Wang
Adobe PDF(3244Kb)  |  收藏  |  浏览/下载：122/25  |  提交时间：2023/08/10
Conditional generative adversarial network  signalized urban networks  short-term link speed prediction  
Traffic Signal Control Using Offline Reinforcement Learning 会议论文
, Beijing, 2021-10
作者:  Dai, Xingyuan;  Zhao, Chen;  Li, Xiaoshuang;  Wang, Xiao;  Wang, Fei-Yue
Adobe PDF(1130Kb)  |  收藏  |  浏览/下载：209/65  |  提交时间：2022/10/11
ShadowPainter: Active Learning Enabled Robotic Painting through Visual Measurement and Reproduction of the Artistic Creation Process 期刊论文
JOURNAL OF INTELLIGENT & ROBOTIC SYSTEMS, 2022, 卷号: 105, 期号: 3, 页码: 17
作者:  Guo, Chao;  Bai, Tianxiang;  Wang, Xiao;  Zhang, Xiangyu;  Lu, Yue;  Dai, Xingyuan;  Wang, Fei-Yue
Adobe PDF(7718Kb)  |  收藏  |  浏览/下载：321/53  |  提交时间：2022/07/25
Painting reproduction  Robotic painting  Robotic system  Vision-based measurement  
人工智能研究的新前线：生成式对抗网络 期刊论文
自动化学报, 2018, 卷号: 44, 期号: 5, 页码: 775-792
作者:  林懿伦;  戴星原;  李力;  王晓;  王飞跃
Adobe PDF(6766Kb)  |  收藏  |  浏览/下载：696/223  |  提交时间：2018/10/10
深度学习  生成式对抗网络  生成模型  对抗学习  平行学习