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Skyfall AI Releases MORPHEUS: A Persistent Enterprise Simulation Benchmark That Makes Continual Reinforcement Learning Necessary Under Structured Non-Stationarity

Most reinforcement learning benchmarks reset the world after every episode. Real operations never reset. Skyfall AI’s MORPHEUS targets that gap. It is a persistent enterprise simulation platform for continual reinforcement learning (CRL). What is MORPHEUS? MORPHEUS is grounded in the Big World Hypothesis (Javed & Sutton, 2024). It says the world’s complexity exceeds any agent’s

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Complex & Intelligent Systems, Volume 12, Issue 7, July 2026

1) SpikingMotionFormer: a neuromorphic transformer architecture for low-power recognition of traditional ethnic sports movementsAuthor(s): Binggang Zhang, Jiacheng Wang, Yang Li 2) Nano-GICP tightly-coupled LIO SLAM with graph optimizationAuthor(s): Qingyong Zhang, Zhennan Lin, Chengye Lin 3) SAR-ERL: an evolutionary reinforcement learning optimization method based on state–action co-representation embeddingAuthor(s): Jinchao Li, Guowei Shen, Yunhe Cui 4) HL-MPT:

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