Outline ·Multi-Armed Bandits Explore-Then-Exploit Upper Confidence Bound ·Linear Bandits ·LinUCB Algorithm Generalized Linear Bandits ·Advanced Topics Advanced Optimization(Fall 2023) Lecture 12.Stochastic Bandits 2 Advanced Optimization (Fall 2023) Lecture 12. Stochastic Bandits 2 Outline • Multi-Armed Bandits • Explore-Then-Exploit • Upper Confidence Bound • Linear Bandits • LinUCB Algorithm • Generalized Linear Bandits • Advanced Topics