AINeutralarXiv – CS AI · Mar 96/10
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MERIT Feedback Elicits Better Bargaining in LLM Negotiators
Researchers introduce AgoraBench, a new framework for improving Large Language Models' bargaining and negotiation capabilities through utility-based feedback mechanisms. The study reveals that current LLMs struggle with strategic depth in negotiations and proposes human-aligned metrics and training methods to enhance their performance.