I noticed snake gets penalized for not getting to the apple early, is that what you really want? Snake is about how long it gets not about the balance between length and wall clock time
But if not the snake could go into an infinite loop, never growing, never eating.
But if not the snake could go into an infinite loop, never growing, never eating.