The Verification Horizon: No Silver Bullet for Coding Agent Rewards Paper • 2606.26300 • Published Jun 24 • 54
MegaFlow: Large-Scale Distributed Orchestration System for the Agentic Era Paper • 2601.07526 • Published Jan 12 • 23
QwenGyre: An Elastic Reinforcement Learning Framework for Training xLong-Horizon Agents Paper • 2609.33848 • Published Sep 27 • 45
QwenGyre: An Elastic Reinforcement Learning Framework for Training xLong-Horizon Agents Paper • 2609.33848 • Published Sep 27 • 45
SWE-Universe: Scale Real-World Verifiable Environments to Millions Paper • 2602.02361 • Published Feb 2 • 61
SWE-Universe: Scale Real-World Verifiable Environments to Millions Paper • 2602.02361 • Published Feb 2 • 61
SWE-Universe: Scale Real-World Verifiable Environments to Millions Paper • 2602.02361 • Published Feb 2 • 61
VideoAgentTrek: Computer Use Pretraining from Unlabeled Videos Paper • 2510.19488 • Published Oct 22, 2025 • 22