Exploration and exploitation represent a fundamental trade-off in decision-making processes, where exploration involves seeking new information and opportunities, while exploitation focuses on utilizing known resources for immediate gain. Balancing these two strategies is crucial for optimizing long-term performance in various fields, including machine learning, business strategy, and innovation management.