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The First Five Years of a Phase Theory for Complex Systems and Networks 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 8, 页码: 1728-1743
Authors:  Dan Wang;  Wei Chen;  Li Qiu
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Consensus and synchronization  matrix phases  multi-agent systems  phase theory  sectored real lemma  small phase theorem  
面向多机器人博弈的深度强化学习方法 学位论文
, 2024
Authors:  胡光政
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多智能体深度强化学习  多机器人博弈  极小极大Q学习  值分解  最大熵  
磁纳米粒子成像时频域信号增强方法研究 学位论文
, 2024
Authors:  卫泽琛
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磁纳米粒子成像  时频域信号增强  双频激励技术  注意力机制  掩码自监督学习  
A Unified Framework Based on Graph Consensus Term for Multiview Learning 期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2022, 卷号: 35, 期号: 3, 页码: 3964 - 3977
Authors:  Xiangzhu Meng;  Lin Feng;  Chonghui Guo;  Huibing Wang;  Shu Wu
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基于类脑脉冲神经网络的强化学习算法研究 学位论文
, 2024
Authors:  张笃振
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类脑智能 脉冲神经网络 强化学习  
Generative Calibration for In-context Learning 会议论文
, Singapore, 2023-10-6
Authors:  Zhongtao Jiang;  Yuanzhe Zhang;  Cao Liu;  Jun Zhao;  Kang Liu
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基于知识对齐与蒸馏的持续学习方法研究 学位论文
, 2024
Authors:  李焜炽
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持续学习  灾难性遗忘  知识对齐  级联的知识蒸馏框架  一对多信息匹配  
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
Authors:  Luntong Li;  Yuanheng Zhu
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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
Authors:  Boyu Li;  Haran Li;  Yuanheng Zhu;  Dongbin Zhao
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Neural Manifold Modulated Continual Reinforcement Learning for Musculoskeletal Robots 期刊论文
IEEE Transactions on Cognitive and Developmental Systems, 2024, 卷号: 16, 期号: 1, 页码: 86-99
Authors:  Chen JH(陈嘉浩);  Chen ZY(陈紫渝);  Yao CJ(姚超竞);  Qiao H(乔红)
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Continual reinforcement learning  musculoskeletal robots  neural manifold  recurrent neural network (RNN)