Transferable Expertise for Autonomous Agents via Real-World Case-Based Learning

Zhenyu Ma, Yuyang Song, Chunyi Yang +3

LLM-based autonomous agents perform well on general reasoning tasks but still struggle to reliably use task structure, key constraints, and prior experience in complex real-world s…