Skyfall AI 新出的 MORPHEUS 基准专门测持续强化学习，PPO 等主流算法都远没到上限，搞 RL 的值得看看。
MORPHEUS 是 Skyfall AI 推出的持久化企业模拟平台，专为持续强化学习设计。它运行永不重置的世界，采用参数化制度转变和六指标评估协议。PPO、HER、EWC、LCM 等算法在该基准上均远低于理论上界。该基准旨在解决结构化非平稳性下的学习挑战。
Skyfall AI Releases MORPHEUS: A Persistent Enterprise Simulation Benchmark That Makes Continual Reinforcement Learning Necessary Under Structured Non-Stationarity
MORPHEUS from Skyfall AI is a persistent enterprise simulation platform for continual reinforcement learning. It runs worlds that never reset, using parameterisable regime shifts and a six-metric evaluation protocol. Across the platform, PPO, HER, EWC, and LCM all remain far below the theoretical upper bound. The post Skyfall AI Releases MORPHEUS: A Persistent Enterprise Simulation Benchmark That Makes Continual Reinforcement Learning Necessary Under Structured Non-Stationarity appeared first on MarkTechPost .