Conformal Sequential Decision Making With Cost and Sublinear Policy Regret Guarantees

Jayadev Naram, Giuseppe Durisi, Matteo Zecchin +1

Automated decision makers, such as AI agents that control robots or network devices, must often satisfy hard cost constraints while maintaining competitive performance. In such set…