COMPSCI 188, LEC 001 – Fall 2018
COMPSCI 188, LEC 001 – Pieter Abbeel, Daniel Klein
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“Slides (from 2018): https://inst.eecs.berkeley.edu/~cs188/fa18
Latest website: https://inst.eecs.berkeley.edu/~cs188
More resources: http://ai.berkeley.edu
00:00 Setup [no content]
04:43 Decision Networks
13:59 Action Selection
16:44 Action Selection and MEU: Example 1
22:14 Decisions as Outcome Trees
25:04 Action Selection and MEU: Example 2
30:31 Ghostbusters Decision Network
34:26 Value of Information (Oil Example)
42:16 Break [no content]
45:31 VPI Example: Weather
53:30 VPI Definition
58:14 VPI Properties
1:04:25 Value of Imperfect Information?
1:05:51 VPI and Conditional Independence
1:12:00 POMDPs
1:18:18 POMDPs in Ghostbusters
1:21:07 End [no content]”
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