3 papers
cs.LG2024
Delay as Payoff in MAB
Ofir Schlisselberg, Ido Cohen, Tal Lancewicki +1
In this paper, we investigate a variant of the classical stochastic Multi-armed Bandit (MAB) problem, where the payoff received by an agent (either cost or reward) is both delayed,…
math.DS2024
Koopman Regularization and Independent Koopman Eigenfunction Approximation
Ido Cohen
This paper provides two algorithms to extract the governing equations of the dynamical system from samples, \acf{KR} and \acf{IKEA}. These algorithms extract a functionally indepen…
math.AP2024
Functional Dimensionality of Koopman Eigenfunction Space
Ido Cohen, Eli Appleboim, Gershon Wolansky
This work presents the general form solution of Koopman Partial Differential Equation and shows that its functional dimensionality is finite. The dimensionality is as the dimension…