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Optimizing Reward Function Weights and Enhancing Control Mechanisms for Bipedal Robots Using LSTM and Attention Mechanisms 会议论文
, 河北保定, 2023-8-16
作者:  Cui LZ(崔凌志);  Tianqi Deng;  Lihua Ma;  Wenhao He
Adobe PDF(541Kb)  |  收藏  |  浏览/下载：33/13  |  提交时间：2024/07/01
Modeling Socially Normative Navigation Behaviors from Demonstrations with Inverse Reinforcement Learning 会议论文
, Vancouver, British Columbia, Canada, 2019-08-22至2019-08-26
作者:  Xingyuan Gao;  Xiaoguang Zhao;  Min Tan
Adobe PDF(1500Kb)  |  收藏  |  浏览/下载：40/17  |  提交时间：2024/06/21
Enhance Sample Efficiency and Robustness of End-to-end Urban Autonomous Driving via Semantic Masked World Model 期刊论文
IEEE Transactions on Intelligent Transportation Systems, 2024, 页码: 10.1109/TITS.2024.3400227
作者:  Zeyu Gao;  Yao Mu;  Chen Chen;  Jingliang Duan;  Ping Luo;  Yanfeng Lu;  Shengbo Eben Li
Adobe PDF(3954Kb)  |  收藏  |  浏览/下载：45/19  |  提交时间：2024/06/06
End-to-end autonomous driving  deep reinforcement learning  world model  
A cooperation and decision-making framework in dynamic confrontation for multi-agent systems 期刊论文
Computers and Electrical Engineering, 2024, 卷号: 118, 页码: 118
作者:  Lexing Wang;  Tenghai Qiu;  Zhiqiang Pu;  Jianqiang Yi
Adobe PDF(1302Kb)  |  收藏  |  浏览/下载：49/14  |  提交时间：2024/06/06
Multi-agent system  Target allocation  Decision making  Swarm motion control  
Robotics Dexterous Grasping: The Methods Based on Point Cloud and Deep Learning 期刊论文
Frontiers in Neurorobotics, 2021, 卷号: 15, 页码: 658280
作者:  Duan, Haonan;  Wang, Peng;  Huang, Yayu;  Xu, Guangyun;  Wei, Wei;  Shen, Xiaofei
Adobe PDF(3145Kb)  |  收藏  |  浏览/下载：44/15  |  提交时间：2024/05/29
Robotics  Dexterous grasping  Point Cloud  Deep learning  
Explicitly Learning Policy Under Partial Observability in Multiagent Reinforcement Learning 会议论文
, Queensland, Australia, 2023-6
作者:  Yang, Chen;  Yang, Guangkai;  Chen, Hao;  Zhang, Junge
Adobe PDF(3027Kb)  |  收藏  |  浏览/下载：64/22  |  提交时间：2024/05/29
A brain-inspired theory of mind spiking neural network improves multi-agent cooperation and competition 期刊论文
Patterns, 2023, 页码: 8
作者:  Zhao,Zhuoya;  Zhao,Feifei;  Zhao,Yuxuan;  Sun,Yinqian;  Zeng,Yi
Adobe PDF(4502Kb)  |  收藏  |  浏览/下载：66/18  |  提交时间：2024/05/28
Neural Decoding of Visual Information Across Different Neural Recording Modalities and Approaches 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 5, 页码: 350-365
作者:  Yi-Jun Zhang;  Zhao-Fei Yu;  Jian. K. Liu;  Tie-Jun Huang
Adobe PDF(1723Kb)  |  收藏  |  浏览/下载：77/28  |  提交时间：2024/04/23
Neural decoding  machine learning  deep learning  visual decoding  brain-inspired vision  
Hierarchical Policy Learning With Demonstration Learning for Robotic Multiple Peg-in-Hole Assembly Tasks 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2023, 卷号: 19, 期号: 10, 页码: 10254-10264
作者:  Yan, Shaohua;  Xu, De;  Tao, Xian
Adobe PDF(4845Kb)  |  收藏  |  浏览/下载：137/14  |  提交时间：2023/11/17
Assembly model  demonstration learning (DL)  force-based control algorithm  hierarchical reinforcement learning (HRL)  peg-in-hole assembly  
Large sequence models for sequential decision-making: a survey 期刊论文
FRONTIERS OF COMPUTER SCIENCE, 2023, 卷号: 17, 期号: 6, 页码: 18
作者:  Wen, Muning;  Lin, Runji;  Wang, Hanjing;  Yang, Yaodong;  Wen, Ying;  Mai, Luo;  Wang, Jun;  Zhang, Haifeng;  Zhang, Weinan
Adobe PDF(1351Kb)  |  收藏  |  浏览/下载：155/6  |  提交时间：2023/11/17
sequential decision-making  sequence modeling  the Transformer  training system