Skyfall AI launches MORPHEUS: a persistent enterprise simulation benchmark for continual reinforcement learning

Short summary

Skyfall AI released MORPHEUS, a persistent enterprise simulation benchmark for continual reinforcement learning that runs worlds without resetting. It uses parameterizable regime shifts and a six-metric evaluation protocol. Current methods including PPO, HER, EWC, and LCM all perform far below the theoretical upper bound on the platform.

• •MORPHEUS is a persistent enterprise simulation benchmark for continual RL
• •Features non-resetting worlds with parameterizable regime shifts and six evaluation metrics
• •PPO, HER, EWC, and LCM all remain far below theoretical upper bound

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