Unverified50% confidenceFactExact time
外层循环与控制理论中的闭环控制系统高度同构，通过可观测性采集状态、评估器比较偏差、执行机构输出纠正动作
1
Sources
50%
Confidence
Long-term
Relevance
7/21/2026
First Seen
Sources
Related Claims
Unverified外层循环与控制理论中的闭环控制系统高度同构，闭环系统对不确定性环境的长时任务比开环系统更鲁棒82% similarUnverifiedFeedback loops give agent systems closed-loop control capability: observing the current state, comparing it with the target state, calculating the deviation, and driving corrective actions.75% similarUnverifiedThe closed-loop concept in Loop Engineering draws on the feedback loop idea from cybernetics, dynamically adjusting system behavior by continuously comparing the desired state with the actual state.73% similarUnverified外层循环实质上实现了控制论中的负反馈闭环，与PID控制器工作原理类似72% similar
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