He left Kanto, and climbed Mt Silver to train in the only place strong enough to be a challenge.
Mt Silver being the highest peak in all of the Tohjo Area he had no contact with the outside world, and no knowledge of the return on Team Rocket. He knew nothing, and no one knew he was there, no his mum, nor Oak, or blue.