ReToolSQL: Agentic Reinforcement Learning for Robust Text-to-SQL

Pratik Kakkar, Chandra Dhir, Ravi Shankar +2

Recent work has shown that reinforcement learning from execution feedback can substantially improve text-to-SQL performance, often enabling smaller models to match or exceed much l…