MERIT Feedback Elicits Better Bargaining in LLM Negotiators | ScienceToStartup | ScienceToStartup

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References (31)

[1]

EvoEmo: Towards Evolved Emotional Policies for Adversarial LLM Agents in Multi-Turn Price Negotiation

2025Yunbo Long, Liming Xu et al.

[2]

LLMs Get Lost In Multi-Turn Conversation

2025Philippe Laban, Hiroaki Hayashi et al.

[3]

ASTRA: A Negotiation Agent with Adaptive and Strategic Reasoning via Tool-integrated Action for Dynamic Offer Optimization

Founder's Pitch

"Develop an LLM-based tool for improved strategic negotiation using a new benchmark and feedback-driven alignment."

AI Negotiators•Score: 7•View PDF ↗

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0-10 scale

High Potential

2/4 signals

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4/4 signals

Series A Potential

2/4 signals

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MERIT Feedback Elicits Better Bargaining in LLM Negotiators

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References (31)

Founder's Pitch

"Develop an LLM-based tool for improved strategic negotiation using a new benchmark and feedback-driven alignment."

Commercial Viability Breakdown

🔭 Research Neighborhood

Why It Matters

Product Angle

Disruption

Product Opportunity

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Research Author 3

MERIT Feedback Elicits Better Bargaining in LLM Negotiators

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References (31)

Founder's Pitch

"Develop an LLM-based tool for improved strategic negotiation using a new benchmark and feedback-driven alignment."

Commercial Viability Breakdown

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