Contextual Memory Trees

Wen Sun, Alina Beygelzimer, Hal Daumé III, John Langford, Paul Mineiro

Abstract: We design and study a Contextual Memory Tree (CMT), a learning memory controller that inserts new memories into an experience store of unbounded size. It operates online and is designed to efficien...