Image's distance to the agent's short-term memory. Usually distance
        to the closest object/prototypical object model in the memory.

def novelty(self, img):
        '''Image's distance to the agent's short-term memory. Usually distance
        to the closest object/prototypical object model in the memory.
        '''
        dist = self.stmem.distance(img.flatten())
        return dist