MetaClaw: Just Talk -- An Agent That Meta-Learns and Evolves in the Wild Paper • 2603.17187 • Published 29 days ago • 138
POLCA: Stochastic Generative Optimization with LLM Paper • 2603.14769 • Published about 1 month ago • 23
SkillRL: Evolving Agents via Recursive Skill-Augmented Reinforcement Learning Paper • 2602.08234 • Published Feb 9 • 74
Exploratory Memory-Augmented LLM Agent via Hybrid On- and Off-Policy Optimization Paper • 2602.23008 • Published Feb 26 • 37