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Neural Manifold Modulated Continual Reinforcement Learning for Musculoskeletal Robots
IEEE Transactions on Cognitive and Developmental SystemsThe continual learning and development are significant for robots to learn multiple tasks sequentially. The difficulty lies in balancing the efficient learning of new tasks and overcoming catastrophic forgetting of old tasks.
Jiahao Chen +3 more
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Learning Manifolds in Forensic Data
2006Chemical data related to illicit cocaine seizures is analyzed using linear and nonlinear dimensionality reduction methods. The goal is to find relevant features that could guide the data analysis process in chemical drug profiling, a recent field in the crime mapping community. The data has been collected using gas chromatography analysis.
Ratle Frederic +4 more
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Multimodal emotion recognition based on manifold learning and convolution neural network
Multimedia tools and applications, 2022Yong Zhang, Cheng Cheng, YiDie Zhang
semanticscholar +1 more source
Elements of Dimensionality Reduction and Manifold Learning
, 2023Benyamin Ghojogh +3 more
semanticscholar +1 more source
Similarity Learning of Manifold Data
IEEE Transactions on Cybernetics, 2015Without constructing adjacency graph for neighborhood, we propose a method to learn similarity among sample points of manifold in Laplacian embedding (LE) based on adding constraints of linear reconstruction and least absolute shrinkage and selection operator type minimization. Two algorithms and corresponding analyses are presented to learn similarity
null Si-Bao Chen +2 more
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Multi-label feature selection based on logistic regression and manifold learning
Applied intelligence (Boston), 2021Yao Zhang, Ying-cang Ma, Xiaofei Yang
semanticscholar +1 more source
Manifold learning with structured subspace for multi-label feature selection
Pattern Recognition, 2021Yuling Fan +5 more
semanticscholar +1 more source
Boring chatter identification by multi-sensor feature fusion and manifold learning
The International Journal of Advanced Manufacturing Technology, 2020Jinqiu Pan +4 more
semanticscholar +1 more source

