Sounds like brute force indeed
Okay, you know what - I'd like to see an "AI player" that learns to complete Thunderbirds (yes, exactly the ones you are thinking about, complete with pool animation in its intro), _without_ having a custom path-finding algorithm hand-coded inside it first. Let's see it "evolve" one...