Using AI to analyze a unique environment

There are certain simple situations such as in games, or traffic light changes, that can be
modeled and analyzed with reinforcement learning. I would like to create an environment
with Open AI Gym to analyze a unique environment to some real life circumstance. Then,
using that environment, I would like the AI to be able to play/solve it, and find a good
solution. This is important to see how AI can be made to apply to real life situations, and
what situations can be looked at.

The environment would have to apply to a problem- such as finding an optimal way to sort
something, or to model how objects can be arranged, etc.. It could also look at some sort of
strategy in a game, and see if it can improve and make a winning strategy as well.

I plan to model the problem with Open AI Gym, train the AI, and see if I can use an
algorithm that provides relevant results/information.