@article{taskmemoryenginetmeenhancingstate, title = {Task Memory Engine (TME): A Structured Memory Framework with Graph-Aware Extensions for Multi-Step LLM Agent Tasks}, author = {Ye Ye}, year = {2025}, eprint = {2504.08525}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2504.08525v3}, }