Store given transition in the backend

def store_transition(self, frame, action, reward, done, extra_info=None):
        """ Store given transition in the backend """
        self.deque.store_transition(frame, action, reward, done, extra_info=extra_info)

        # We add element with max priority to all the trees
        for segment_tree in self.segment_trees:
            segment_tree.append(segment_tree.max)