Stanford Seminar - Concepts and Questions as Programs

Stanford University via YouTube

YouTube

60 Courses


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Overview

Explore the intersection of AI, cognitive science, and human ingenuity at Stanford University's engaging seminar titled "Concepts and Questions as Programs." This presentation delves into how human strategies for solving complex computational challenges can enlighten both AI research and cognitive science studies. The seminar will cover intriguing areas such as concept learning and the art of question asking, highlighting the superiority of human capability to learn from minimal data and utilize concepts for a broad range of cognitive tasks beyond mere classification. Discover the innovative approaches of program induction for enhanced concept extraction from limited data, demonstrated through the learning of handwritten characters and recursive visual concepts. Additionally, the role of program synthesis in modeling sophisticated question-asking strategies in simple games will be explored. This seminar draws on significant research, including works by Lake et al. on machines that learn and think like humans, and it is a must-attend for enthusiasts of Artificial Intelligence, Machine Learning, and Neural Networks. Stream this insightful seminar provided by YouTube to gain a deeper understanding of the potential for AI and cognitive science to benefit from modeling human problem-solving techniques.

Syllabus


Taught by

Stanford Online


Tags

united states

provider YouTube

YouTube

34 Courses


YouTube

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