This is exactly how I read research papers and how I advocate others read them as well. As you read try to figure out how you would solve the problem outlined and what experiments you would need to perform.
(And you will also learn to read between the lines e.g. "Our resulst are PROMISING..." = there is much space for improvement etc.)