Stanford Seminar - Concepts and Questions as Programs

Stanford University via YouTube

YouTube

60 Cours


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Aperçu

Explorez l'intersection de l'IA, des sciences cognitives et de l'ingéniosité humaine lors du séminaire captivant de l'Université Stanford intitulé "Concepts et Questions comme Programmes". Cette présentation se penche sur la manière dont les stratégies humaines pour résoudre des défis computationnels complexes peuvent éclairer à la fois la recherche en IA et les études en sciences cognitives. Le séminaire couvrira des domaines intrigants tels que l'apprentissage de concepts et l'art de poser des questions, mettant en lumière la supériorité de la capacité humaine à apprendre à partir de données minimales et à utiliser des concepts pour un large éventail de tâches cognitives au-delà de la simple classification. Découvrez les approches innovantes de l'induction de programmes pour une extraction de concept améliorée à partir de données limitées, démontrée par l'apprentissage de caractères manuscrits et de concepts visuels récursifs. De plus, le rôle de la synthèse de programmes dans la modélisation de stratégies sophistiquées de questionnement dans des jeux simples sera exploré. Ce séminaire s'appuie sur des recherches significatives, incluant les travaux de Lake et al. sur des machines qui apprennent et pensent comme des humains, et c'est un rendez-vous incontournable pour les passionnés d'Intelligence Artificielle, d'Apprentissage Automatique et de Réseaux de Neurones. Suivez ce séminaire perspicace fourni par YouTube pour acquérir une compréhension plus profonde du potentiel pour l'IA et les sciences cognitives de bénéficier de la modélisation des techniques humaines de résolution de problèmes.

Programme


Enseigné par

Stanford Online


Étiquettes

united states

provider YouTube

YouTube

34 Cours


YouTube

pricing Free Online Course
language English
duration 1 hour 18 minutes
sessions On-Demand