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Professor, Aeronautics and Astronautics, Stanford University, 496 Lomita Mall, Stanford, CA 94305
Stanford HAI4
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Achieving near-centralized collision avoidance performance with 28.5% fewer synchronization events could revolutionize autonomous spacecraft operations.
AST and DiFS reveal critical failure modes in commercial autonomous vehicles that standard simulations overlook, paving the way for enhanced safety measures.
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.
