Unraveling the Complexity of Memory in RL Agents: an Approach for Classification and Evaluation Paper • 2412.06531 • Published Dec 9, 2024 • 71
AriGraph: Learning Knowledge Graph World Models with Episodic Memory for LLM Agents Paper • 2407.04363 • Published Jul 5, 2024 • 28
BABILong: Testing the Limits of LLMs with Long Context Reasoning-in-a-Haystack Paper • 2406.10149 • Published Jun 14, 2024 • 49
In Search of Needles in a 10M Haystack: Recurrent Memory Finds What LLMs Miss Paper • 2402.10790 • Published Feb 16, 2024 • 42