HyMem: Hierarchical Context Management for Long-Horizon Agents via Information Isolation

XinQi Wang, Jinwei Xiao, Sijia Cui +4

Large language model (LLM) agents often perform poorly on complex, long-horizon tasks because their context becomes increasingly cluttered over time. As interactions accumulate, de…