[D] How to encourage competition and prevent "working together" in genetic algorithms • r/MachineLearning

I got bored tonight and decided to write a genetic algorithm for dupl.io, You can select any tile you own every second, and this will increment it. Once it hits 5, it will take ownership of the 4 adjacent tiles, increment them, and remove ownership of the current tile. You can take over other land with this. Score is determined by the count of each tile added together.