Machine Learning & Training

What Is Exploration vs Exploitation?

Exploration versus exploitation describes a fundamental tradeoff in reinforcement learning and decision-making. Exploration means trying new actions to gather information, while exploitation means choosing actions known to yield high rewards. Balancing the two is essential for an agent to learn effective long-term strategies.