A mid-sized LLM buyer trained with RL from verifiable economic rewards learns sophisticated negotiation tactics and extracts more surplus than frontier models over 10x larger.
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Instructing LLMs to Negotiate using Reinforcement Learning with Verifiable Rewards
A mid-sized LLM buyer trained with RL from verifiable economic rewards learns sophisticated negotiation tactics and extracts more surplus than frontier models over 10x larger.