Action-Space Shaping for LLM Agents: Measuring and Mitigating Tool-Schema Bias.

arXiv:2609.34971v2 Announce Type: replace Abstract: Large Language Models (LLMs) have shown strong performance on tool-use agentic tasks when given a fixed tool schema. Yet a tool schema is not the action space of an agent; it is merely one interface represent