Inverse Dynamic Game Methods for Identification of Cooperative System Behavior

This work addresses inverse dynamic games, which generalize the inverse problem of optimal control, and where the aim is to identify cost functions based on observed optimal trajectories. The identified cost functions can describe individual behavior in cooperative systems, e.g. human behavior in hu...

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Detalles Bibliográficos
Otros Autores: Jairo Inga Charaja, Juan (auth)
Formato: Libro electrónico
Idioma:Inglés
Publicado: Karlsruhe KIT Scientific Publishing 2021
Colección:Karlsruher Beiträge zur Regelungs- und Steuerungstechnik
Materias:
Ver en Biblioteca Universitat Ramon Llull:https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009654054206719
Descripción
Sumario:This work addresses inverse dynamic games, which generalize the inverse problem of optimal control, and where the aim is to identify cost functions based on observed optimal trajectories. The identified cost functions can describe individual behavior in cooperative systems, e.g. human behavior in human-machine haptic shared control scenarios.
Descripción Física:1 electronic resource (264 p.)