COMPSCI 188 - 2018-09-27 - Reinforcement Learning Part 2/2 скачать в хорошем качестве

COMPSCI 188 - 2018-09-27 - Reinforcement Learning Part 2/2

COMPSCI 188, LEC 001 - Fall 2018 COMPSCI 188, LEC 001 - Pieter Abbeel, Daniel Klein Copyright @2018 UC Regents; all rights reserved "Slides (from 2018): https://inst.eecs.berkeley.edu/~cs188... Latest website: https://inst.eecs.berkeley.edu/~cs188 More resources: http://ai.berkeley.edu 00:00 Setup [no content] 02:00 Announcements [outdated] 04:20 Review: RL 08:21 Review: Q-Learning 16:57 Exploration vs. Exploitation, Epsilon Greedy 22:19 Exploration Functions 30:59 Regret 32:55 Generalizing Across States 38:07 Feature-Based Representations 41:31 Break [no content] 45:58 Approximate Q-Learning 51:44 Example: Approximate Q-Learning 55:33 Q-Learning and Least Squares 1:05:46 Policy Search 1:08:30 Example: Helicopter 1:13:43 More RL Applications 1:20:08 End [no content]"