Single-Rollout Asynchronous Optimization for Agentic Reinforcement Learning Paper • 2607.07508 • Published 20 days ago • 26
ProRL: Prolonged Reinforcement Learning Expands Reasoning Boundaries in Large Language Models Paper • 2505.24864 • Published May 30, 2025 • 146
GlobalRAG: Enhancing Global Reasoning in Multi-hop Question Answering via Reinforcement Learning Paper • 2510.20548 • Published Oct 23, 2025 • 3
Reasoning Efficiency Research Collection Ultra-efficient reasoning model! SOTA Accuracy / CoT Length trade-offs • 3 items • Updated 11 days ago • 14
QeRL: Beyond Efficiency -- Quantization-enhanced Reinforcement Learning for LLMs Paper • 2510.11696 • Published Oct 13, 2025 • 183
ReasonRank: Empowering Passage Ranking with Strong Reasoning Ability Paper • 2508.07050 • Published Aug 9, 2025 • 117
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