A New Paradigm in Tuning Learned Indexes: A Reinforcement Learning Enhanced Approach

Taiyi Wang, Liang Liang, Guang Yang +2

Learned Index Structures (LIS) have significantly advanced data management by leveraging machine learning models to optimize data indexing. However, designing these structures ofte…