Lecture

Multi-arm Bandits

In course

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Description

This lecture covers the concept of multi-arm bandits, focusing on the exploration vs. exploitation dilemma and the Upper Confidence Bound algorithm. It explains how to balance between trying different options and exploiting the best one based on historical data, aiming to minimize regret and maximize rewards.

Instructors (2)

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Official source

https://mediaspace.epfl.ch/media/0_tlj1ckm5

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Ontological neighbourhood

Statistics

Statistical inference: Mathematical statistics

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