斯坦福《深度多任务学习与元学习》课程(2019) by Chelsea Finn

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2020-02-26 12:01:19
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【斯坦福“深度多任务学习与元学习”课程】《CS 330 Deep Multi-Task and Meta Learning》by Chelsea Finn http://t.cn/AinTWfdX Youtube:https://www.youtube.com/playlist?list=PLoROMvodv4rMC6zfYmnD7UG3LVvwaIT
新浪微博 @爱可可-爱生活 http://weibo.com/fly51fly
视频选集
(12/14)
Introduction & Overview
48:07
Multi-Task & Meta-Learning Basics
01:17:43
Optimization-Based Meta-Learning
01:20:12
Non-Parametric Meta-Learners
01:06:53
Bayesian Meta-Learning
01:19:52
Reinforcement Learning Primer
01:17:22
Kate Rakelly (UC Berkeley)
01:07:27
Model-Based Reinforcement Learning
01:22:27
Lifelong Learning
01:23:27
Jeff Clune (Uber AI Labs)
01:24:20
Sergey Levine (UC Berkeley)
01:23:25
Frontiers and Open Challenges
01:14:57
Student Literature Review 1
01:15:16
Student Literature Review 2
01:22:17
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