AI conquers challenge of 1980s platform games

The reason our approach hadn't been considered before is that it differs strongly from the dominant approach that has historically been used for addressing these problems in the reinforcement learning community, called'intrinsic motivation'. In intrinsic motivation, instead of dividing exploration into returning and exploring like we do, the agent is simply rewarded for discovering new areas.