Transferable Expertise for Autonomous Agents via Real-World Case-Based Learning
arXiv:2604.12717v1 Announce Type: new
Abstract: 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 settings. We propose a c…