作者位次 #2/7ACL 2026Poster· Natural Language Processing
Agentic Memory: Learning Unified Long-Term and Short-Term Memory Management for Large Language Model Agents
Yi Yu · Liuyi Yao · Yuexiang Xie · Qingquan Tan · Jiaqi Feng · Yaliang Li · Libing Wu
摘要
Large language model (LLM) agents face fundamental limitations in long-horizon reasoning due to finite context windows, making effective memory management critical. Existing methods typically handle long-term memory (LTM) and short-term memory (STM) as separate components, relying on heuristics o...