Safe and Robust Binary Classification and Fault Detection Using Reinforcement Learning
In this paper, we propose a learning-based method utilizing the Soft Actor-Critic (SAC) algorithm to train a binary Support Vector Machine (SVM) classifier. This classifier is designed to identify valid input spaces in high-dimensional, highly constrained systems while minimizing the total runtime o...
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| Hoofdauteurs: | , , , |
|---|---|
| Formaat: | Artigo |
| Taal: | Inglês |
| Gepubliceerd in: |
IEEE
2025-01-01
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| Reeks: | IEEE Open Journal of Control Systems |
| Onderwerpen: | |
| Online toegang: | https://ieeexplore.ieee.org/document/11010134/ |
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