Nitrile-based polymer electrolytes have unique characteristics such as a high dielectric constant, high anodic oxidization potential and favorable interaction with lithium ions. Recent progress in nitrile-based polymer electrolytes has been reviewed in terms of their potential application in flexible, solid-state or high voltage lithium batteries in this paper.