[yodon]

The article discusses a wide range of what constitute significant conceptual mappings discovered autonomously. This work was trained on a single game with a single art direction. The AI can generalize to new maps it has not seen before within that style of art direction, including reliably beating expert human players on maps that are new to both human and AI. That is a significant generalization. The technique should be generalizable to other styles of skinning or different art direction in other games, but there is no way for the the AI to have learned that yet in this experiment because the AI was only ever exposed to a single game here. Over time this technique undoubtedly will be extended to multiple games with different styles of art direction, the challenge there being less on the AI/machine learning side and more on the effort required to hook up multiple games for use in this type of training environment.