Stanford CS330: Multi-Task and Meta-Learning, 2019 | Lecture 1 - Introduction & Overview

For more information about Stanford’s Artificial Intelligence professional and graduate programs, visit: https://stanford.io/ai

Assistant Professor Chelsea Finn, Stanford University
http://cs330.stanford.edu/


0:00 Introduction
1:06 Information & Resources
1:36 Pre-Requisites and Enrollment
3:26 Assignment Infrastructure
5:04 Topics We Won't Cover
5:39 Course Format
7:04 Assignments & Final Project
9:05 Homework Today
11:45 Two more things
13:00 How can we enable agents to learn skills in the real world?
25:34 Broad generalization
30:25 What is a task?
33:41 Critical Assumption
43:49 These algorithms are continuing to play a fundamental role in machine learning research.
45:44 These algorithms are playing a fundamental, and increasing role in machine learning research