A Comprehensive Survey of Self-Evolving AI Agents: A New Paradigm Bridging Foundation Models and Lifelong Agentic Systems Paper • 2508.07407 • Published Aug 10 • 97
RAGEN: Understanding Self-Evolution in LLM Agents via Multi-Turn Reinforcement Learning Paper • 2504.20073 • Published Apr 24 • 12
AgentFly: Fine-tuning LLM Agents without Fine-tuning LLMs Paper • 2508.16153 • Published Aug 22 • 154
