Human-in-the-Loop

人机协同（人在环）：把人放进自动化系统的反馈回路里，让用户参与监控、调向和介入自动化流程的设计范式。

English Definition

"A design paradigm in which a human user is integrated into the feedback loop of an otherwise automated system, enabling the user to monitor, steer, and intervene in the process."

用法说明 · 针对中文母语者

中文常直译成'人在回路中'，论文里更地道的说法是'人机协同'或'人在环'。常缩写为 HITL。

常见错误

·把 loop 译成'循环'而非'回路'
·误以为只指'人在系统中点击一下'，忽略其持续协作含义

真实用例 · 3 条

"Human-in-the-Loop HPO systems are actively researched [12, 35, 44, 55, 57, 62], enabling users to monitor the ongoing results and steer the optimization process."

论文Pipeline extracted — review needed·介绍 HITL 系统的核心能力——监控与调向

"we found that existing Human-in-the-Loop HPO systems still face fundamental challenges in managing long-running experiments often spanning several hours to days"

论文Pipeline extracted — review needed·指出 HITL 系统在长时间运行实验中的局限

"To address the concerns, several Human-in-the-Loop HPO systems have been proposed in academia, such as ATMSeer [55], Hyper-Tendril [44], VisEvol [12], and an interactive dashboard with a paintable timeline [24]."

论文Pipeline extracted — review needed·列举学术界的 HITL HPO 系统代表

由 pipeline 自动采集，待人工 review