Thinking Before Constraining: A Unified Decoding Framework for Large Language Models Paper • 2601.07525 • Published 19 days ago • 10
AutoResearchClaw: Self-Reinforcing Autonomous Research with Human-AI Collaboration Paper • 2605.20025 • Published 28 days ago • 189
Skill1: Unified Evolution of Skill-Augmented Agents via Reinforcement Learning Paper • 2605.06130 • Published May 7 • 113
HiL-Bench (Human-in-Loop Benchmark): Do Agents Know When to Ask for Help? Paper • 2604.09408 • Published Apr 29 • 5
Structured Distillation of Web Agent Capabilities Enables Generalization Paper • 2604.07776 • Published Apr 9 • 23