COMPSCI 188, LEC 001 - Fall 2018
COMPSCI 188, LEC 001 - Pieter Abbeel, Daniel Klein
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"Slides (from 2018): inst.eecs.berkeley.edu/~cs188...
Latest website: inst.eecs.berkeley.edu/~cs188
More resources: ai.berkeley.edu
00:00 Setup [no content]
01:56 Announcements [outdated]
02:39 Sonar Pacman Demo
05:30 Review: Probability
07:10 Markov Chains
13:03 Markov Chain Example
18:07 Mini-Forward Algorithm Example
20:56 Ghostbusters Demo: Time Elapse
28:02 Stationary Distributions
30:53 Stationary Distribution Examples
35:04 Stationary Distribution Applications
42:26 HMM Definition
44:30 HMM Examples
49:03 HMM Independence Assumptions
52:22 Break [no content]
54:30 Contest Results [outdated]
1:04:42 HMM Applications
1:07:48 Inference: Base Cases
1:10:19 Passage of Time
1:13:20 Observation
1:16:44 Forward Algorithm
1:21:44 End [no content]"