Each of these games is low-dimensional and require not the "intelligence" but more like "reflexes", I tend to agree.

However making a system that can beat an unknown game does require generalization. If not real a intelligence (whatever that means) but at the level of say "a wolf".

Whether it can arise from RL alone is not certain, but it's there somewhere.