XferAgent: Cross-Agent Experience Transfer for Self-Improving LLM Agents.

arXiv:2610.19581v1 Announce Type: cross Abstract: Large language model (LLM) agents can reuse experience from prior task executions to improve performance on subsequent tasks. Although existing methods enable cross-agent experience sharing, differences in agen