Exploration vs exploitation is a fundamental dilemma in decision-making processes where one must choose between trying new options (exploration) or leveraging known resources (exploitation) to maximize rewards. Balancing these strategies is crucial in various fields like machine learning, business strategy, and resource management to optimize long-term outcomes.