Smart bots competition

As we know, there is hard (bad badly controlled) maximum processing time per turn allowed per bot imposed by the robocode engine. This pushes all of us to do the best in the allocated time limit. But as result some of potentially better but slower strategies do not show up at the top of the rating.

I am looking for a way to set/control allowed calculation time per in the rumble clients, in a hope to find the best among slow and wise bots. So we can start new rumble codenamed "wise slopokes". Additionally, it may spark new wave of interest among the kings of the rating authors.

What do you all think about this idea?

I like the idea of more processing time in order to attempt more complex stats, but to be honest I've tried some pretty complex stuff (including Spectral Clustering) for KNN on recorded data and nothing has beat simple KNN with a square kernel and weighted on sample distance. Not to mention that a lot of these algorithms aren't just a constant 50x slower or whatever, they essentially become unsolvable at sizes above ~500 data points, scaling quadratically or worse.

A problem with unlimited processing time is that it becomes possible to simply keep a copy of other bots and simulate them to determine where they will shoot/move.

Does anybody have any specific techniques that they would use if there was more processing time available?

I personally was aiming to a better movement algorithm. I.e. one can do better than 1 or 2 wave surfing. That would be super critical in melee, where you can track/react/predict more than just the closest bot.

Idea of enemy simulator is also attractive. I personally do not like clustering algorithms, I would rather prefer emulate and distill a subset of physically possible and optimal tracks for a current situation.

A clustering algorithm probably would seize to work once you apply it in melee, since you have to account for a neighboring bot subset as an input.I would think this would drastically increase the problem dimensions.

Displacement vectors of Voidious would be the closest to real emulation but it is still just an approximation.