TROVE: Adaptive Agent Skill Orchestration via Trace-Grounded Route Validation and Editing
Agents tend to optimize, select, or constrain execution structures before decisive runtime outcomes are observed. However, such pre-execution commitment creates an orchestration bottleneck: when intermediate evidence invalidates the pending continuation, agents must either execute stale steps or replan broadly, compoun...
Tian-Xing Wang, Ming-Ming Zhao, Shuai Huang et al.
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