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Motion Learning and Rapid Generalization for Musculoskeletal Systems Based on Recurrent Neural Network Modulated by Initial States 期刊论文
IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS, 2022, 卷号: 14, 期号: 4, 页码: 1691-1704
作者:  Wang, Xiaona;  Chen, Jiahao;  Qiao, Hong
Adobe PDF(2080Kb)  |  收藏  |  浏览/下载：160/19  |  提交时间：2023/03/20
Muscles  Recurrent neural networks  Mathematical models  Bio-inspired control  Robot kinematics  Tendons  Musculoskeletal system  Biologically inspired control  motor cortex  movement preparation  musculoskeletal system  recurrent neural network (RNN)  
SURRL: Structural Unsupervised Representations for Robot Learning 期刊
创刊日期: 2022,
主办者:  Zhang FY(张丰一), Yurou Chen, Hong Qiao, Zhiyong Liu
Adobe PDF(7817Kb)  |  收藏  |  浏览/下载：296/103  |  提交时间：2023/01/12
Reinforcement learning  structural representations learning  multi-task learning  robotics  
Markovian Policy Network for Efficient Robot Learning 期刊
创刊日期: 2022,
主办者:  Zhang FY(张丰一), Yurou Chen, Zhiyong Liu
Adobe PDF(2453Kb)  |  收藏  |  浏览/下载：263/88  |  提交时间：2023/01/12
Efficient robot learning  Structural prior knowledge  Reinforcement learning  Graph neural network  
Constructing Constraint Force Field in Musculoskeletal Robot by Co-optimizing Muscle Arrangements and Constant Activations 会议论文
, PADUA，Italy, 2022-7-18
作者:  Zhong SL(钟汕林);  Zhou JJ(周俊杰);  Wu W(吴伟)
Adobe PDF(937Kb)  |  收藏  |  浏览/下载：342/94  |  提交时间：2022/06/14
Musculoskeletal robot  Constraint Force Field  High precision  Control Schemes of robot