MemCo: Memory-Centric Collaboration for Generalizing LLM Agents to Unseen Environments.

arXiv:2610.07376v1 Announce Type: new Abstract: Large language model (LLM) agents increasingly operate in interactive environments, where they need to make sequential decisions through observation, action, and feedback. Although memory can help agents reuse ex