论文进阶
Human-AI negotiation
人机谈判：HCI 的一个研究方向，研究人类与 AI 代理直接协商的场景——AI 代理能够追踪多议题、从竞价模式推断偏好并大规模提出反提案。
English Definition
"A research domain in HCI studying scenarios where humans negotiate directly with AI agents that can track many issues, infer preferences, and propose counter-offers at scale."
用法说明 · 针对中文母语者
属于 human-AI collaboration（人机协作）下的一个子方向。区别于 human-human negotiation：AI 不会疲劳、不会泄露信息、计算速度远超人类，因此研究焦点常放在 asymmetry（不对称）与 agency preservation。
真实用例 · 3 条
"Human-AI Negotiation"
论文Pipeline extracted — review needed·论文关键词
"the landscape of human-AI negotiation has evolved from early rule-based systems to LLM-based agents"
论文Pipeline extracted — review needed·相关工作中梳理领域发展
"no prior work empirically identifies dimensionality thresholds in human-AI negotiation"
论文Pipeline extracted — review needed·指出该领域的研究空白
由 pipeline 自动采集，待人工 review