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

Skyfall AI has released MORPHEUS, a persistent enterprise simulation benchmark platform designed for continual reinforcement learning that features parameterizable regime shifts and continuous non-stationarity. The benchmark evaluation shows that current algorithms (PPO, HER, EWC, LCM) significantly underperform relative to theoretical upper bounds, highlighting the need for improved continual learning approaches.