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Skill Disentanglement in Reproducing Kernel Hilbert Space

Proceedings of the AAAI Conference on Artificial Intelligence
Unsupervised Skill Discovery aims at learning diverse skills without any extrinsic rewards and leverage them as prior for learning a variety of downstream tasks. Existing approaches to unsupervised reinforcement learning typically involve discovering skills through empowerment-driven techniques or by maximizing entropy to encourage exploration. However,
Vedant Dave, Elmar Rueckert
openaire   +1 more source

Subspace classifier in reproducing kernel Hilbert space

IJCNN'99. International Joint Conference on Neural Networks. Proceedings (Cat. No.99CH36339), 2003
To improve the performance of subspace classifier, it is effective to reduce the dimensionality of the intersections between subspaces. For this purpose, the feature space is mapped implicitly to a high dimensional reproducing kernel Hilbert space and the subspace classifier is applied in this space.
openaire   +1 more source

Reproducing Kernels of Hilbert Spaces

2025 27th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC)
Diane Guignard, Olivier D. Lafitte
openaire   +1 more source

Distribution regression model with a Reproducing Kernel Hilbert Space approach

Communications in Statistics - Theory and Methods, 2021
Jean-Michel Loubès   +2 more
exaly  

Kernels and Reproducing Kernel Hilbert Spaces

2008
Ingo Steinwart, Andreas Christmann
openaire   +1 more source

Rainfall-runoff modeling through regression in the reproducing kernel Hilbert space algorithm

Journal of Hydrology, 2020
Shervin Rahimzadeh Arashloo   +2 more
exaly  

On a New Norm on the Space of Reproducing Kernel Hilbert Space Operators and Berezin Radius Inequalities

Numerical Functional Analysis and Optimization, 2023
Kallol Paul, Mehmet Gürdal
exaly  

Reproducing kernel Hilbert space method for the numerical solutions of fractional cancer tumor models

Mathematical Methods in the Applied Sciences, 2023
Ali Akgül, Djamila SEBA, Nourhane Attia
exaly  

Reproducing kernel Hilbert spaces

2007
Ramon E. Moore, Michael J. Cloud
openaire   +1 more source

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