Concept进展检测
Progress Detection
A monitoring mechanism within agent loop systems that periodically evaluates whether a task is making substantive progress. It detects states in which an agent is stuck or cycling ineffectively, enabling intervention to be triggered before token budgets are exhausted.
Timeline (last 90 days)
Sep 11
Common detection strategies for tool call loops (Tool Call Loop) or infinite loops include a threshold on the number of calls to the same tool with the same parameters within a sliding window, semantic similarity detection of consecutive multi-round outputs, and monitoring of changes in key task metrics.
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