Unverified50% confidenceCautionExact time
在避障任务中若碰撞惩罚过重而前进奖励不足，智能体会学会停下来不动作为局部最优解
1
Sources
50%
Confidence
Long-term
Relevance
8/20/2026
First Seen
Sources
Related Claims
UnverifiedPrompt-level guardrails (constraining agent behavior solely through system prompts) are inherently fragile, and a more reliable direction is to enforce controls at the tool-call level.67% similarUnverifiedState loss is the most insidious cause of failure in long-running tasks: it throws no errors but silently causes the Agent to drift off course.66% similar
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