Trajectory-Informed Memory Generation for Self-Improving Agent Systems

Gaodan Fang, Vatche Isahagian, K. R. Jayaram +4

LLM-powered agents face a persistent challenge: learning from their execution experiences to improve future performance. While agents can successfully complete many tasks, they oft…