Author

Kaiyuan Chen

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Preprint Aug 2026

Recursive Experiential-Working Memory Evolution for Long-Horizon Agent Harnesses

Recuris, a recursive Experiential-Working Memory architecture for long-horizon agent harnesses, in which Working Memory tracks task progress and guides skill selection from Experiential Memory, grounding skill use in current needs rather than the full history, positions recursively evolving memory as a scalable foundation for RSI.

Zhaochen Yu, Yingcheng Wu, Zhen-Fei Yin et al. · 0 citations