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CASIA OpenIR

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Online Off-Policy Reinforcement Learning for Optimal Control of Unknown Nonlinear Systems Using Neural Networks 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2024, 页码: 11
作者:  Zhu, Liao;  Wei, Qinglai;  Guo, Ping
收藏  |  浏览/下载：2/0  |  提交时间：2024/07/03
Adaptive dynamic programming  nonlinear systems  online learning  optimal control  reinforcement learning (RL)  
Nearly optimal stabilization of unknown continuous-time nonlinear systems: A new parallel control approach 期刊论文
NEUROCOMPUTING, 2024, 卷号: 578, 页码: 12
作者:  Lu, Jingwei;  Wang, Xingxia;  Wei, Qinglai;  Wang, Fei-Yue
收藏  |  浏览/下载：0/0  |  提交时间：2024/07/03
Adaptive dynamic programming (ADP)  Integral reinforcement learning (IRL)  Nearly optimal control  Nonaffine nonlinearity  Parallel control  Unknown nonlinear systems  
Synergetic Learning Neuro-Control for Unknown Affine Nonlinear Systems With Asymptotic Stability Guarantees 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2024, 页码: 11
作者:  Zhu, Liao;  Wei, Qinglai;  Guo, Ping
收藏  |  浏览/下载：0/0  |  提交时间：2024/07/03
Approximate dynamic programming (ADP)  neural network  off-policy  optimal control  reinforcement learning (RL)  
CSIR: Cascaded Sliding CVAEs with lterative Socially-Aware Rethinking for Trajectory Prediction 期刊论文
IEEE Transactions on Intelligent Transportation Systems, 2024, 页码: -
作者:  Zhou H(周浩);  Yang X(杨旭);  Ming-Yu Fan;  Hai Huang;  Dongchun Ren
Adobe PDF(4364Kb)  |  收藏  |  浏览/下载：9/4  |  提交时间：2024/06/21
UAV Path Planning with Terrain Constraints for Aerial Scanning. 期刊论文
IEEE Transactions on Intelligent Vehicles, 2024, 卷号: 9, 期号: 1, 页码: 1189-1203
作者:  Jinbiao Yuan;  Zhenbao Liu;  Xiaoyu Xiong;  Yunfeng Ai;  Long Chen;  Bin Tian
Adobe PDF(3939Kb)  |  收藏  |  浏览/下载：46/8  |  提交时间：2024/06/20
Controller Design for a Soft Continuum Robot With Concurrent Continuous Rotation 期刊论文
IEEE/ASME Transactions on Mechatronics, 2024, 页码: 1-10
作者:  Qiangxiang, Zhao;  Shuai, Wang;  Jian, Hu;  Hongbin, Liu;  Henry, Chu
Adobe PDF(6461Kb)  |  收藏  |  浏览/下载：16/5  |  提交时间：2024/06/11
Robots  Bending  Shape  Shafts  Pneumatic systems  Electron tubes  Task analysis  Concurrent self-rotation and positioning  constrained optimization  continuum robot  Jacobian-based correction  model predictive control (MPC)  
An Ultra-fast Intrinsic Contact Sensing Method for Medical Instruments with Arbitrary Shape 期刊论文
IEEE Robotics and Automation Letters, 2023, 卷号: 8, 期号: 11, 页码: 6955 - 6962
作者:  Guanglin, Cao;  Mingcong, Chen;  Jian, Hu;  Hongbin, Liu
Adobe PDF(2015Kb)  |  收藏  |  浏览/下载：25/7  |  提交时间：2024/06/11
Force control  force and tactile sensing  medical robots and systems  
Boosting On-Policy Actor–Critic With Shallow Updates in Critic 期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2024, 页码: 1-10
作者:  Luntong Li;  Yuanheng Zhu
Adobe PDF(9953Kb)  |  收藏  |  浏览/下载：22/7  |  提交时间：2024/06/05
MAT: Morphological Adaptive Transformer for Universal Morphology Policy Learning 期刊论文
IEEE Transactions on Cognitive and Developmental Systems, 2024, 页码: 1-12
作者:  Boyu Li;  Haran Li;  Yuanheng Zhu;  Dongbin Zhao
Adobe PDF(9953Kb)  |  收藏  |  浏览/下载：15/6  |  提交时间：2024/06/05
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：34/10  |  提交时间：2024/06/04
Musculoskeletal robot  Partial observable  Reinforcement learning  LSTM  Attention  Muscle synergy