SiLR: Structure-Preserving Admission and Process Reward for LLM Tool Agents

Chenyu Zhou, Qiliang Jiang, Shuning Wu +1

A runtime gate for an LLM tool agent is usually cast as a filter. In a ReAct loop a rejected proposal is followed by another at the same state, so the gate is a search operator ove…