Likelihood Ratio Confidence Sets for Sequential Decision Making

Nicolas Emmenegger, Mojmír Mutný, Andreas Krause

Certifiable, adaptive uncertainty estimates for unknown quantities are an essential ingredient of sequential decision-making algorithms. Standard approaches rely on problem-depende…