An action story is similar to adventure, and the protagonist usually takes a risky turn, which leads to desperate situations (including explosions, fight scenes, daring escapes, etc.). Action and adventure are usually categorized together (sometimes even as "action-adventure") because they have much in common, and many stories fall under both genres simultaneously (for instance, the James Bond series can be classified as both).
