Adaptive techniques involve the dynamic modification of processes, algorithms, or systems in response to changing environments or inputs, enhancing efficiency and effectiveness. These techniques are crucial in fields like machine learning, robotics, and network management, where they enable systems to learn from experience and adjust to new conditions autonomously.