ToolOPD: Credit-Aware On-Policy Distillation for Tool-Use Agents.

arXiv:2610.25693v1 Announce Type: new Abstract: On-policy distillation (OPD) enhances the capabilities of small language agents by providing dense, token-level supervision from a teacher model on student-generated trajectories. However, standard OPD implicitly