Actor-Observer Bias is a cognitive bias that explains the tendency for people to attribute their own actions to external factors while attributing others' actions to internal characteristics. This bias highlights the discrepancy in perception between how we view our own behavior versus how we interpret others' behavior, often leading to misunderstandings in social interactions.