A first-order condition for discrete-time distribution steering
Fuente:
arXiv
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| Autores principales: | , |
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| Formato: | Preprint |
| Publicado: |
2025
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| Materias: | |
| Acceso en línea: | |
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| _version_ | 1866912557975994368 |
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| author | Corella, Alberto Domínguez González-Sánchez, David |
| author_facet | Corella, Alberto Domínguez González-Sánchez, David |
| contents | We study a class of distribution-steering problems from a variational point of view. Under some differentiability assumptions, we derive necessary conditions for optimal Markov policies in the spirit of the Lagrange multiplier approach. We also provide a heuristic gradient-based method derived from the variational principle. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2508_21026 |
| institution | arXiv |
| publishDate | 2025 |
| record_format | arxiv |
| spellingShingle | A first-order condition for discrete-time distribution steering Corella, Alberto Domínguez González-Sánchez, David Optimization and Control We study a class of distribution-steering problems from a variational point of view. Under some differentiability assumptions, we derive necessary conditions for optimal Markov policies in the spirit of the Lagrange multiplier approach. We also provide a heuristic gradient-based method derived from the variational principle. |
| title | A first-order condition for discrete-time distribution steering |
| topic | Optimization and Control |
| url | https://arxiv.org/abs/2508.21026 |