Stanford Seminar - Toward Scalable Autonomy - Aleksandra Faust

Stanford University via YouTube

YouTube

60 Cursos


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Resumen

Únase a nosotros en un seminario esclarecedor en la Universidad de Stanford titulado "Hacia la Autonomía Escalable" presentado por Aleksandra Faust, una distinguida Científica Investigadora Principal y cofundadora del equipo de investigación de Aprendizaje por Refuerzo en Google Brain Research. Este seminario profundiza en los desafíos y avances en el aprendizaje por refuerzo, una técnica fundamental para entrenar sistemas autónomos capaces de llevar a cabo tareas complejas en escenarios del mundo real. El foco estará en dos caminos principales hacia la consecución del aprendizaje por refuerzo escalable: transferencia sim2real de disparo cero para la navegación móvil y aérea, incluyendo estrategias innovadoras para la navegación visual y vuelo completamente autónomo en nano UAVs con recursos limitados, y la automatización de los procesos de entrenamiento a través del desarrollo de políticas de toma de decisiones para humanos en el bucle. Descubra cómo los métodos de aprendizaje para aprender están revolucionando la manera en que los agentes de aprendizaje por refuerzo generalizan y se desempeñan, empujando los límites de lo que los sistemas autónomos pueden lograr. Este seminario es imprescindible para cualquiera interesado en los campos del Aprendizaje por Refuerzo y Vehículos Autónomos, disponible ahora en YouTube. Las categorías incluyen Cursos de Aprendizaje por Refuerzo y Cursos sobre Vehículos Autónomos.

Programa de estudio


Enseñado por

Stanford Online


Etiquetas

united states

provider YouTube

YouTube

34 Cursos


YouTube

pricing Free Online Course
language English
duration 59 minutes
sessions On-Demand