Stanford Seminar - Toward Scalable Autonomy - Aleksandra Faust

Stanford University via YouTube

YouTube

60 Cours


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Aperçu

Rejoignez-nous pour un séminaire éclairant à l'Université de Stanford intitulé "Vers une autonomie évolutive", présenté par Aleksandra Faust, éminente chercheuse principale et co-fondatrice de l'équipe de recherche sur l'apprentissage par renforcement chez Google Brain Research. Ce séminaire se penche sur les défis et avancées dans l'apprentissage par renforcement, une technique clé pour former des systèmes autonomes capables d'entreprendre des tâches complexes dans des scénarios du monde réel. L'accent sera mis sur deux voies principales pour atteindre un apprentissage par renforcement évolutif : le transfert sim2réel à coup sûr pour la navigation mobile et aérienne, incluant des stratégies innovantes pour la navigation visuelle et le vol totalement autonome sur des nano UAVs à ressources limitées, et l'automatisation des processus de formation à travers le développement de politiques de décision pour les humains dans la boucle. Découvrez comment les méthodes d'apprentissage pour apprendre révolutionnent la manière dont les agents d'apprentissage par renforcement généralisent et performent, repoussant les limites de ce que les systèmes autonomes peuvent réaliser. Ce séminaire est incontournable pour toute personne intéressée par les domaines de l'Apprentissage par Renforcement et des Véhicules Autonomes, disponible désormais sur YouTube. Les catégories incluent les Cours sur l'Apprentissage par Renforcement et les Cours sur les Véhicules Autonomes.

Programme


Enseigné par

Stanford Online


Étiquettes

united states

provider YouTube

YouTube

34 Cours


YouTube

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