Before revision:  Consequently, lifelong learning capabilities are crucial for computational learning systems and autonomous agents interacting in the real world and processing continuous streams of information.
After revision:  Consequently, lifelong learning capabilities are crucial for autonomous agents interacting in the real world and processing continuous streams of information.