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Oh I see: for that specific instance of the task.

I'd like to see someone make this AI, I want to know how it could be done.

the problem with this is the state space is so large that it cannot explore every transition, so it can't follow transitions backwards in a straight forward manner as you've proposed. It needs some kind of intuition to minimize the search space, to generalize it.

Unfortunately I'm not sure what that would look like. :(