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Bandits & Exploration

Regret, UCB, Thompson sampling, contextual bandits, and exploration under a budget.

5concepts
54flashcards
35minutes of reading
Start with Regret and the Exploration-Exploitation Tradeoff Drill the deck
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  1. 01 Regret and the Exploration-Exploitation Tradeoff What regret measures, why the logarithmic lower bound says exploration can never stop entirely, and how the bandit setting differs from both supervised learning and full reinforcement learning. intermediate 7m 10 cards