COMP 3200 / 6980 - Intro to Artificial Intelligence - Lecture 17 - Bandit Algorithms
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YouTubeDave Churchill
COMP 3200 / 6980 - Intro to Artificial Intelligence - Lecture 17 - Bandit Algorithms
00:00 - Intro + Exploitation vs Exploration (EvE) 01:34 - Learning 03:04 - Exploitation 03:47 - Exploration 05:09 - N-Armed Bandit Problem 09:04 - Important EvE Concepts 12:04 - Action Value Methods 16:31 - Bandit Example 21:12 - Sample Average Estimation 26:12 - Incremental Average Formula 33:15 - Fixed-Size Alpha Incremental Update 41:00 ...
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