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Google's DualSQL trains Text-to-SQL with multi-agent reinforcement learning

DualSQL splits Text-to-SQL into one agent that links the question to the right tables and columns and another that writes the SQL, training both with multi-agent RL.

elvis

@omarsar0Archived 2026.09.24Originally posted 2026.09.22

Google's DualSQL trains Text-to-SQL with multi-agent reinforcement learning

elvis @omarsar0Originally posted 2026.09.22

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Great paper from Google and colleagues. Trains Text-to-SQL agents using multi-agent RL. (bookmark it) This work proposes DualSQL, which splits Text-to-SQL into two agents, one that links the question to the right tables and columns and one that writes the SQL. Both agents run https://t.co/gMdMb1gFKM

x.com/omarsar0/status/2102402295682224325Archived 2026.09.24 01:48