Exploration and Exploration in Learning?

Learners need to balance exploring new areas with exploiting domains that they already know about. Thompson sampling could be a way of finding out how far we are from our true maximum potential for learning. But it's really hard to evaluate like if we were a god and we knew how far we were from our truemaximum potential Of learning then we could really evaluate it, but we don't actually know you can't ab test life.