VibeLifeBench: Can Your Life Agent Be Proactive and Persistent in a Living World? Paper • 2608.10875 • Published Aug 11 • 18
From Context to Skills: Can Language Models Learn from Context Skillfully? Paper • 2604.27660 • Published May 3 • 74
Anti-Self-Distillation for Reasoning RL via Pointwise Mutual Information Paper • 2605.11609 • Published May 12 • 49
BeyondSWE: Can Current Code Agent Survive Beyond Single-Repo Bug Fixing? Paper • 2603.03194 • Published Mar 3 • 57
GDPO: Group reward-Decoupled Normalization Policy Optimization for Multi-reward RL Optimization Paper • 2601.05242 • Published Jan 8 • 236
DeepSeekMath-V2: Towards Self-Verifiable Mathematical Reasoning Paper • 2511.22570 • Published Nov 27, 2025 • 98
EAPO: Enhancing Policy Optimization with On-Demand Expert Assistance Paper • 2509.23730 • Published Sep 28, 2025 • 2
ShoppingComp: Are LLMs Really Ready for Your Shopping Cart? Paper • 2511.22978 • Published Nov 28, 2025 • 4
ReportBench: Evaluating Deep Research Agents via Academic Survey Tasks Paper • 2508.15804 • Published Aug 14, 2025 • 15
PaperBench: Evaluating AI's Ability to Replicate AI Research Paper • 2504.01848 • Published Apr 2, 2025 • 37
Exploring Data Scaling Trends and Effects in Reinforcement Learning from Human Feedback Paper • 2503.22230 • Published Mar 28, 2025 • 45
