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

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