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.
Series
Read article Adaptive Optimization at Scale: Contextual Bandits from Theory to Production