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Semi-decentralized POMDPs offer a unifying framework that subsumes decentralized and multiagent POMDPs, enabling a more nuanced approach to communication constraints in multi-agent systems.
Autonomous inspection robots can now anticipate failures and anomalies in real-time with over 90% accuracy, even before a human observer can react.
