The Verification Horizon: No Silver Bullet for Coding Agent Rewards Paper • 2606.26300 • Published Jun 24 • 53
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 3 days ago • 29
QwenGyre: An Elastic Reinforcement Learning Framework for Training xLong-Horizon Agents Paper • 2609.33848 • Published 3 days ago • 29
QwenGyre: An Elastic Reinforcement Learning Framework for Training xLong-Horizon Agents Paper • 2609.33848 • Published 3 days ago • 29
Deeper is Not Always Better: Mitigating the Alignment Tax via Confident Layer Decoding Paper • 2606.21906 • Published Jun 20 • 27
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-Flow: Synthesizing Software Engineering Data in a Test-Driven Manner Paper • 2506.09003 • Published Jun 10, 2025 • 17
VF-Eval: Evaluating Multimodal LLMs for Generating Feedback on AIGC Videos Paper • 2505.23693 • Published May 29, 2025 • 35