【公开课】CS294-112 深度强化学习 秋季学期(伯克利)

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PLkFD6_40KJIznC9CDbVTjAF2oyt8_VAe3 CS 294: Deep Reinforcement Learning, Fall 2017 课程主页:http://rll.berkeley.edu/deeprlcourse/#previous
视频选集
(13/24)
CS294-112 8_23_17 Introduction and course overview
58:44
CS294-112 8_28_17 Supervised learning and imitation
01:22:37
CS294-112 8_30_17 Reinforcement learning introduction
01:19:18
CS294-112 9_6_17 Policy gradients introduction
01:09:41
CS294-112 9_11_17 Actor-critic introduction
01:16:58
CS294-112 9_13_17 Value functions introduction
01:07:10
CS294-112 9_18_17 Advanced Q-learning algorithms
01:18:03
CS294-112 9_20_17 Optimal control and planning
01:14:36
CS294-112 9_25_17 Learning dynamical systems from data
01:20:31
CS294-112 9_27_17 Learning policies by imitating optimal controllers
01:12:16
CS294-112 10_2_17 Guest lecture:Advanced model learning and images
01:12:59
CS294-112 10_4_17 Connection between inference and control
01:15:58
CS294-112 10_9_17 Inverse reinforcement learning
01:14:32
CS294-112 10_11_17 Advanced policy gradients
01:20:10
CS294-112 10_16_17 Exploration 1
01:21:36
CS294-112 10_18_17 Exploration 2
01:18:39
CS294-112 10_23_17 Multi-task learning and transfer
01:08:35
CS294-112 10_25_17 Meta-learning and parallelism
01:16:14
CS294-112 10_30_17 Advanced imitation learning and open problems
01:22:35
CS294-112 11_1_17 Guest lecture:Igor Mordatch
01:23:14
CS294-112 11_20_17 Guest lecture:John Schulman
01:16:44
CS294-112 11_15_17 Guest lecture:Aviv Tamar
01:13:25
CS294-112 11_8_17 Guest lecture:Pieter Abbeel
01:17:00
CS294-112 11_6_17 Guest lecture:Mohammad Norouzi
01:23:28
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