Stanford Seminar - Concepts and Questions as Programs

Stanford University via YouTube

YouTube

60 Cursos


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Resumen

Explora la intersección de la IA, la ciencia cognitiva y la ingenio humano en el seminario fascinante de la Universidad de Stanford titulado "Conceptos y Preguntas como Programas". Esta presentación profundiza en cómo las estrategias humanas para resolver desafíos computacionales complejos pueden iluminar tanto la investigación en IA como los estudios de ciencia cognitiva. El seminario cubrirá áreas intrigantes como el aprendizaje de conceptos y el arte de hacer preguntas, destacando la superioridad de la capacidad humana para aprender a partir de datos mínimos y utilizar conceptos para una amplia gama de tareas cognitivas más allá de la mera clasificación. Descubre los enfoques innovadores de inducción de programas para una extracción de conceptos mejorada a partir de datos limitados, demostrado mediante el aprendizaje de caracteres escritos a mano y conceptos visuales recursivos. Además, se explorará el papel de la síntesis de programas en la modelización de estrategias sofisticadas de hacer preguntas en juegos sencillos. Este seminario se basa en investigaciones significativas, incluyendo trabajos de Lake et al. sobre máquinas que aprenden y piensan como humanos, y es una asistencia obligada para los entusiastas de la Inteligencia Artificial, el Aprendizaje Automático y las Redes Neuronales. Transmite este seminario perspicaz proporcionado por YouTube para obtener una comprensión más profunda del potencial de la IA y la ciencia cognitiva para beneficiarse de la modelización de técnicas de resolución de problemas humanos.

Programa de estudio


Enseñado por

Stanford Online


Etiquetas

united states

provider YouTube

YouTube

34 Cursos


YouTube

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