DarkForest: Less Talk, Higher Accuracy for Multi-Agent LLMs Paper • 2605.25188 • Published May 24 • 16
LEAD: Length-Efficient Adaptive and Dynamic Reasoning for Large Language Models Paper • 2605.09806 • Published May 10 • 6
HAGE: Harnessing Agentic Memory via RL-Driven Weighted Graph Evolution Paper • 2605.09942 • Published May 11 • 16
Anatomy of Agentic Memory: Taxonomy and Empirical Analysis of Evaluation and System Limitations Paper • 2602.19320 • Published Feb 22 • 9
MAGMA: A Multi-Graph based Agentic Memory Architecture for AI Agents Paper • 2601.03236 • Published Jan 6 • 9
