Contextual Bandit Theory: Regret Bounds and Exploration
Understand the theory behind contextual bandits: regret bounds, the exploration-exploitation tradeoff, reward models, and why certain algorithms work. Math that directly informs practice.
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Read article Adaptive Optimization at Scale: Contextual Bandits from Theory to Production
