Learning with a Single Rollout via Pass@k Policy Optimization

arXiv:2606.25451 · cs.LG, cs.AI · Submitted 2026-06-24 · Read on arXiv

cs.LG, cs.AI

Submitted: 2026-06-24

Updated: 2026-10-10

Terminology

• Credit assignment — 3× in this paper · explained in 3 episodes
• Trace — 2× in this paper · explained in 2 episodes
• Benchmark — 1× in this paper · explained in 2 episodes
• GRPO — 1× in this paper · explained in 6 episodes
• Reinforcement Learning — 1× in this paper · explained in 4 episodes
• Reinforcement Learning (RL) — 1× in this paper · explained in 25 episodes

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