ScientistOne: Towards Human-Level Autonomous Research via Chain-of-Evidence Paper • 2605.26340 • Published 6 days ago • 31
RubricEM: Meta-RL with Rubric-guided Policy Decomposition beyond Verifiable Rewards Paper • 2605.10899 • Published 20 days ago • 76
SkillOS: Learning Skill Curation for Self-Evolving Agents Paper • 2605.06614 • Published 24 days ago • 46
MARS: Modular Agent with Reflective Search for Automated AI Research Paper • 2602.02660 • Published Feb 2 • 67