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Neural Flocking: MPC-Based Supervised Learning of Flocking Controllers

We show how a symmetric and fully distributed flocking controller can be synthesized using Deep Learning from a centralized flocking controller. Our approach is based on Supervised Learning, with the centralized controller providing the training data, in the form of trajectories of state-action pair...

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Detalles Bibliográficos
Autores principales: Mehmood, Usama, Roy, Shouvik, Grosu, Radu, Smolka, Scott A., Stoller, Scott D., Tiwari, Ashish
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7788607/
http://dx.doi.org/10.1007/978-3-030-45231-5_1