Lecture

Multi-arm Bandits: Exploration vs Exploitation

In course

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Description

This lecture discusses the concept of multi-arm bandits, focusing on the trade-off between exploration and exploitation. It covers algorithms like UCB and provides insights on regret minimization. The instructor explains the idea of balancing between trying out different options and exploiting the best one to maximize rewards.

Instructors (2)

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Official source

https://mediaspace.epfl.ch/media/0_iemdldj7

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Ontological neighbourhood

Mathematics

Probability theory: Topics in probability theory

Philosophy

Metaphysics: Ontology

Logic

Classical logic: First-order logic

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