Odds-Ratio Thompson Sampling to Control for Time-Varying Effect

Sulgi Kim, Kyungmin Kim

Multi-armed bandit methods have been used for dynamic experiments particularly in online services. Among the methods, thompson sampling is widely used because it is simple but show…