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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：52/20  |  提交时间：2024/06/11
Networked System Control  Robustness  Communicative Multi-Agent Reinforcement Learning  
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：49/21  |  提交时间：2024/06/06
End-to-end autonomous driving  deep reinforcement learning  world model  
Learning Heterogeneous Agent Cooperation via Multiagent League Training 期刊论文
IFAC World Congress, 2023, 页码: IFAC PapersOnLine 56-2 (2023) 3033-3040
作者:  Qingxu, Fu;  Xiaolin Ai;  Jianqiang Yi;  Tenghai Qiu;  Wanmai Yuan;  Zhiqiang Pu
Adobe PDF(996Kb)  |  收藏  |  浏览/下载：47/14  |  提交时间：2024/06/05
A Bio-Inspired Integration Model of Basal Ganglia and Cerebellum for Motion Learning of a Musculoskeletal Robot 期刊论文
Journal of Systems Science and Complexity, 2024, 卷号: 37, 页码: 82-113
作者:  Jinhan Zhang;  Jiahao Chen;  Shanlin Zhong;  Hong Qiao
Adobe PDF(1513Kb)  |  收藏  |  浏览/下载：63/18  |  提交时间：2024/06/04
A memory and attention-based reinforcement learning for musculoskeletal robots with prior knowledge of muscle synergies 期刊论文
Robotic Intelligence and Automation, 2024, 卷号: 44, 期号: 2, 页码: 316-333
作者:  Xiaona Wang;  Jiahao Chen;  Hong Qiao
Adobe PDF(2591Kb)  |  收藏  |  浏览/下载：65/20  |  提交时间：2024/06/04
Musculoskeletal robot  Partial observable  Reinforcement learning  LSTM  Attention  Muscle synergy  
Motion Learning for Musculoskeletal Robots Based on Cortex-Inspired Motor Primitives and Modulation 期刊论文
IEEE Transactions on Cognitive and Developmental Systems, 2024, 卷号: 16, 期号: 2, 页码: 744-756
作者:  Xiaona Wang;  Jiahao Chen;  Wei Wu
Adobe PDF(3444Kb)  |  收藏  |  浏览/下载：48/15  |  提交时间：2024/06/04
Biologically inspired control  motor preparation  motor primitive  musculoskeletal robot  recurrent neural network (RNN)  
Robust Motion Learning for Musculoskeletal Robots Based on a Recurrent Neural Network and Muscle Synergies 期刊论文
IEEE Transactions on Automation Science and Engineering, 2024, 页码: 1-16
作者:  Jiahao Chen;  Wu YX(吴亚雄);  Yao CJ(姚超竞);  Huang X(黄销)
Adobe PDF(4084Kb)  |  收藏  |  浏览/下载：66/16  |  提交时间：2024/06/04
Musculoskeletal system  Robots  Muscles  Reinforcement learning  Robustness  Learning systems  Recurrent neural networks  Musculoskeletal robots  recurrent neural network  muscle synergy  robustness  
Deep Reinforcement Learning-Based Driving Policy at Intersections Utilizing Lane Graph Networks 期刊论文
IEEE Transactions on Cognitive and Developmental Systems, 2024, 页码: 1 - 16
作者:  Liu, Yuqi;  Zhang, Qichao;  Gao, Yinfeng;  Zhao, Dongbin
Adobe PDF(22863Kb)  |  收藏  |  浏览/下载：51/17  |  提交时间：2024/06/03
Reinforcement Learning  Autonomous Driving  Intersection Navigating  
Toward the Intelligent, Safe Exploration of a Biomimetic Underwater Robot: Modeling, Planning, and Control 期刊论文
Biomimetics, 2024, 期号: 9, 页码: 126
作者:  Wang, Yu;  Wang, Jian;  Yu Lianyi;  Kong Shihan;  Yu Junzhi
Adobe PDF(1171Kb)  |  收藏  |  浏览/下载：64/20  |  提交时间：2024/05/30
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：69/19  |  提交时间：2024/05/28