LLM-Guided Ensemble Learning for Contextual Bandits with Copula and Gaussian Process Models
Contextual multi-armed bandits (CMABs) are vital for sequential decision-making in areas such as recommendation systems, clinical trials, and finance. We propose a simulation framework integrating Gaussian Process (GP)-based CMABs with vine copulas to model dependent contexts and GARCH processes to...
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| Format: | Article |
| Language: | English |
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MDPI AG
2025-08-01
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| Series: | Mathematics |
| Subjects: | |
| Online Access: | https://www.mdpi.com/2227-7390/13/15/2523 |
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