Dual Averaging on Compactly-Supported Distributions And Application to No-Regret Learning on a Continuum

Walid Krichene

We consider an online learning problem on a continuum. A decision maker is given a compact feasible set $S$, and is faced with the following sequential problem: at iteration~$t$, t…