COMPSCI 188 - 2018-09-20 - Markov Decision Processes (MDPs) Part 2/2
Автор: Webcast Departmental
Загружено: 2018-09-27
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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]
03:22 Contest Results [outdated]
09:22 Review: MDPs
20:26 The Bellman Equations
25:41 Value Iteration
29:21 Convergence of Value Iteration
33:15 Policy Evaluation
39:02 Policy Evaluation: Example
41:14 Policy Evaluation: Computation
44:39 Policy Extraction
50:41 Break [no content]
53:28 Problems with Value Iteration
56:37 Policy Iteration
1:02:03 Policy Iteration: Q&A, Summary
1:06:26 Reinforcement Learning: Slots Demo
1:13:04 Reinforcement Learning Preview
1:16:40 End [no content]"
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