Risk-Aware Online Conformal State Probing
AI-based autonomous agents, typically hosted at data centers, must acquire state information from robots or edge devices in order to issue informed control decisions. Managing uncertainty about the state is particularly consequential in safety-critical settings, in which average-case guarantees are insufficient. In thi...
Pietro Talli, P. Popovski, Osvaldo Simeone
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