Cargando…
Maximum Entropy Exploration in Contextual Bandits with Neural Networks and Energy Based Models
Contextual bandits can solve a huge range of real-world problems. However, current popular algorithms to solve them either rely on linear models or unreliable uncertainty estimation in non-linear models, which are required to deal with the exploration–exploitation trade-off. Inspired by theories of...
| Autores principales: | , , , |
|---|---|
| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
MDPI
2023
|
| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9955972/ https://www.ncbi.nlm.nih.gov/pubmed/36832555 http://dx.doi.org/10.3390/e25020188 |