AI RESEARCH
Reinforced Agent: Inference-Time Feedback for Tool-Calling Agents
arXiv CS.AI
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ArXi:2604.27233v1 Announce Type: new Tool-calling agents are evaluated on tool selection, parameter accuracy, and scope recognition, yet LLM trajectory assessments remain inherently post-hoc. Disconnected from the active execution loop, such assessments identify errors that are usually addressed through prompt-tuning or re