MATCH: Model-Aware Tool Learning with Curriculum Scheduling and Hierarchically Gated Rewards.

arXiv:2609.20082v1 Announce Type: cross Abstract: Tool learning enables large language models (LLMs) to use external tools for tasks beyond parametric knowledge. Reinforcement learning can optimize tool-call behavior from feedback, but current methods still fa