Exploration-Preserving Policy Optimization introduces a lightweight advantage-shaping rule to redistribute credit in reinforcement learning with verifiable rewards
Read the original at arxiv.org→arXiv:2610.04011v1 Announce Type: new Abstract: Reinforcement learning with verifiable rewards improves reasoning, while the allocation of learning signal shapes which solutions remain accessible under repeated...
Original headline: "Exploration-Preserving Policy Optimization"
Coverage timeline
- Oct 7, 04:00 UTC arXiv cs.AI lead source Exploration-Preserving Policy Optimization
- Oct 8, 04:00 UTC arXiv cs.LG On KL-Regularized Policy Optimization