"Do humans learn the same way as computers?" Computers learn whichever way humans program them to...
If we get good at allowing programs to generate programs that find new ways of learning. Is it still behaving in a way that humans program them, or has it shifted to a law of nature that is fundamentally out of our control.
When it's all said and done, we decide if it was us, or a force beyond humans.