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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：6/2  |  提交时间：2024/06/11
Imitation Learning  Trajectory Planning  Deep Reinforcement Learning  Autonomous Driving  
Learning Robust Communication by Adversarial Training in Networked System Control 期刊论文
Lecture Notes in Electrical Engineering, 2024, 页码: Chapter 52 978-981-97-3335-4
作者:  Runji, Lin;  Haifeng, Zhang
Adobe PDF(8334Kb)  |  收藏  |  浏览/下载：9/1  |  提交时间：2024/06/11
Networked System Control  Robustness  Communicative Multi-Agent Reinforcement Learning  
Interpretable Autonomous Driving Model Based on Cognitive Reinforcement Learning 会议论文
, Jeju, Korea, Jun. 02-05, 2024
作者:  Yijia Li;  Hao Qi;  Fenghua Zhu;  Yisheng Lv;  Peijun Ye
Adobe PDF(87Kb)  |  收藏  |  浏览/下载：12/5  |  提交时间：2024/06/06
Are Conventional SNNs Really Efficient? A Perspective from Network Quantization 会议论文
, Seattle WA, USA, 2024-06-20
作者:  Shen, Guobin;  Zhao, Dongcheng;  Li, Tenglong;  Li, Jindong;  Zeng, Yi
Adobe PDF(587Kb)  |  收藏  |  浏览/下载：20/5  |  提交时间：2024/06/05
Token-level Direct Preference Optimization 会议论文
, Vienna, Austria, 2024/7/21-27
作者:  Zeng,Yongcheng;  Liu,Guoqing;  Ma,Weiyu;  Yang,Ning;  Zhang,Haifeng;  Wang,Jun
Adobe PDF(883Kb)  |  收藏  |  浏览/下载：27/7  |  提交时间：2024/06/05
Continuous Exploration via Multiple Perspectives in Sparse Reward Environment 会议论文
, 厦门国际会议中心, 2023-10-13
作者:  Chen ZP(陈忠鹏);  Guan Q(关强)
Adobe PDF(2260Kb)  |  收藏  |  浏览/下载：15/4  |  提交时间：2024/06/04
Reinforcement Learning · Exploration Strategy · Sparse Reward · Intrinsic Motivation  
A Reinforcement Learning Benchmark for Autonomous Driving in Intersection Scenarios 会议论文
, Orlando, FL, USA, 2022-1-24
作者:  Liu, Yuqi;  Zhang, Qichao;  Zhao, Dongbin
Adobe PDF(1537Kb)  |  收藏  |  浏览/下载：9/6  |  提交时间：2024/06/03
Improve the efficiency of deep reinforcement learning through semantic exploration guided by natural language. 会议论文
, 北京华腾美居酒店, 2023-12-9
作者:  Zhourui Guo;  Meng Yao;  Yang Yu;  Qiyue Yin
Adobe PDF(2302Kb)  |  收藏  |  浏览/下载：6/3  |  提交时间：2024/06/03
基于深度学习的群组推荐方法研究综述 期刊论文
自动化学报, 2024, 页码: 1-22
作者:  郑楠;  章颂;  刘玉桥;  王雨桐;  王飞跃
Adobe PDF(1984Kb)  |  收藏  |  浏览/下载：21/7  |  提交时间：2024/06/03
Label-Occurrence-Balanced Mixup for Long-Tailed Recognition 会议论文
ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Singapore, Singapore, 23-27 May 2022
作者:  Zhang, Shaoyu;  Chen, Chen;  Zhang, Xiujuan;  Peng, Silong
Adobe PDF(1042Kb)  |  收藏  |  浏览/下载：22/6  |  提交时间：2024/06/03
Long-tailed learning  Mixup  Data augmentation  Class-balanced sampler  Vision and sound recognition