This is a preview. Log in through your library . Abstract Nonstationary infinite-horizon Markov decision processes (MDPs) generalize the most well-studied class of sequential decision models in ...

A natural optimization model that formulates many online resource allocation problems is the online linear programming (LP) problem in which the constraint matrix is revealed column by column along ...