Beyond the Teacher: Understanding and Preserving Distillation Overshoot in Agentic On-Policy Distillation

arXiv:2610.25034 · cs.LG, cs.CL · Submitted 2026-10-18 · Read on arXiv

cs.LG, cs.CL

Submitted: 2026-10-18

Updated: 2026-10-18

Terminology

• Distillation — 2× in this paper · explained in 2 episodes
• On-Policy Distillation — 1× in this paper · explained in 3 episodes
• Policy distillation — 1× in this paper · explained in 2 episodes

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