2026
ARTEM: Enhancing Large Language Model Agents with Spatial-Temporal Episodic Memory
AAAI 2026technical
Current large language models (LLMs) exhibit significant deficiencies in episodic memory tasks including encoding, storing, and retrieving specific information from temporally dependent events over a long period of time. Recent approaches to handle memory tasks in LLMs, such as in-context learning,