Online Learning of Parameterized Uncertain Dynamical Environments with Finite-sample Guarantees

Dan Li, Dariush Fooladivanda, Sonia Martinez

We present a novel online learning algorithm for a class of unknown and uncertain dynamical environments that are fully observable. First, we obtain a novel probabilistic character…