When Does a Skill Add Value? Task-Conditional Gain Prediction for Selective Skill Use
SkillDelta is introduced, a framework for predicting task-conditional skill gains from paired executions of the same agent with and without the skill, and links support coverage, representation mismatch, and execution noise to prediction error and decision regret.
Anjie Xu, Zhiyu Zhang, Rui-Qing Ding et al.
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