ReasoningBank: Scaling Agent Self-Evolving with Reasoning Memory Paper • 2509.25140 • Published Sep 29 • 13
AgentFly: Fine-tuning LLM Agents without Fine-tuning LLMs Paper • 2508.16153 • Published Aug 22 • 160
Learning on the Job: An Experience-Driven Self-Evolving Agent for Long-Horizon Tasks Paper • 2510.08002 • Published Oct 9 • 23