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Decision making for large-scale multi-armed bandit problems using bias control of chaotic temporal waveforms in semiconductor lasers
Decision making using photonic technologies has been intensively researched for solving the multi-armed bandit problem, which is fundamental to reinforcement learning. However, these technologies are yet to be extended to large-scale multi-armed bandit problems. In this study, we conduct a numerical...
| Autores principales: | , , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Nature Publishing Group UK
2022
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9110346/ https://www.ncbi.nlm.nih.gov/pubmed/35577847 http://dx.doi.org/10.1038/s41598-022-12155-y |