Unverified50% confidenceSolutionExact time
Setting a token cap on the thinking process, or forcing an interruption when repetitive patterns are detected, is a practical means of preventing infinite reasoning loops.
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Long-term
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9/24/2026
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Related Claims
Unverified设置最大步数只是最低级的兜底手段，真正的破环逻辑是在检测到重复轨迹后强制切换决策策略78% similarVerifiedThe agent loop follows a 'reasoning-action-observation' paradigm, iterating repeatedly until the goal is achieved or a stopping condition is reached.78% similarUnverifiedEngineering strategies for avoiding Agent Loop circular call problems include setting a hard upper limit on the maximum number of iterations, introducing loop detection mechanisms (such as state hash comparison), and defining convergence conditions for each iteration.75% similarUnverifiedGuardrail mechanisms for handling agent infinite loops include setting a maximum iteration limit, introducing reflection mechanisms, recording historical attempts to avoid repeated paths, and automatically escalating to human review upon detecting loop patterns.75% similarVerifiedThe core idea of exponential backoff is that the wait time between retries grows exponentially, with random jitter added to avoid the thundering herd effect.74% similar
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