Lecture 12: Research Directions (Full Stack Deep Learning - Spring 2021)

Описание: New course announcement ✨

We're teaching an in-person LLM bootcamp in the SF Bay Area on November 14, 2023. Come join us if you want to see the most up-to-date materials building LLM-powered products and learn in a hands-on environment.

https://www.scale.bythebay.io/llm-wor...

Hope to see some of you there!

--------------------------------------------------------------------------------------------- In this lecture, Professor Pieter Abbeel shares recent advances in deep learning!

00:00 - Introduction
02:40 - Unsupervised Learning
25:20 - Reinforcement Learning
36:00 - Unsupervised Reinforcement Learning
42:35 - Meta Reinforcement Learning
50:15 - Few-Shot Imitation Learning
53:13 - Domain Randomization
01:01:33 - Deep Learning For Science and Engineering
01:09:14 - Overarching Research Trends
01:12:25 - How To Keep Up