Benchmarking RL-Enhanced Spatial Indices Against Traditional, Advanced, and Learned Counterparts

Guanli Liu, Renata Borovica-Gajic, Hai Lan +1

Reinforcement learning has recently been used to enhance index structures, giving rise to reinforcement learning-enhanced spatial indices (RLESIs) that aim to improve query efficie…