Rising Bandits for Best Athlete Identification

Conducted a literature review on rising and rotting rested bandits (subset of multi-armed bandits), compiling use cases, regret bounds, and regret measures

Leveraged successive rejection algorithms to estimate early career baseball players’ underlying OBP with confidence intervals

Constructed a dataset of Retrosheet play-by-play data simulating Bernoulli rewards of plate appearance results