ISO: An RLVR-Native Optimization Stack

arXiv:2607.19331 · cs.LG, cs.AI · Submitted 2026-07-21 · Read on arXiv

cs.LG, cs.AI

Submitted: 2026-07-21

Updated: 2026-10-19

Terminology

• RLVR — 5× in this paper · explained in 2 episodes
• Accuracy — 3× in this paper · explained in 1 episode
• Adaptation — 1× in this paper · explained in 1 episode
• Distillation — 1× in this paper · explained in 2 episodes
• On-Policy Distillation — 1× in this paper · explained in 3 episodes
• On-Policy Distillation (OPD) — 1× in this paper · explained in 6 episodes
• Policy distillation — 1× in this paper · explained in 2 episodes
• Reinforcement Learning — 1× in this paper · explained in 4 episodes
• Verifiable Rewards — 1× in this paper · explained in 2 episodes

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