Interesting gun

Yes, exactly! To do multiple choice, it samples the next tick at (weighted) random rather than picking the most frequent one as in classic single tick. Definitely using more input features could help, but I think velocity/deltaHeading/acceleration are the most important features and the play-it-forward sort of implicitly captures wall features by rejecting movement trajectories that go out of bounds.