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]
03:57 Review: BN Representation
09:38 Review: Alarm Network Example
16:11 Inference by Enumeration
21:20 Inference by Enumeration Example
27:11 Enumeration vs. VE
29:19 Factors
36:26 Traffic Example: Enumeration
40:37 Operation 1: Join
46:28 Operation 2: Eliminate
49:13 Traffic Example: VE
53:53 Break [no content]
56:28 Evidence
1:00:15 General VE Example
1:07:54 VE Ordering
1:13:34 VE Complexity
1:20:51 End [no content]”
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