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estr-metasquares's Issues

KillerHeuristics implementation wrong

The AI doesnt seem to prefer having a high weight for killerheuristics like i expected it to. Most probably the implementation is wrong. Or maybe it doesnt make any difference in the training.

AI training never seems to settle on a particular Weight

None of the AIs in any generation were able to beat all of the AIs. The weights of the top AI change dramatically in a span of 2-3 generations, and often its an AI you wouldn't expect to perform well. Then in the following generation, that AI is suddenly performing very bad. I expected the AIs to eventually settle at a well rounded AI who is able to get draws against stronger AIs.

My suspicions is that the AIs may have developed a couple of strategies, and each strategy can beat one other, but not every strategy, a non-transitive relationship, much like rock paper scissors. So as the number of one strategy increases, another strategy then beat all those AIs and gets a high position. A visual example could be this meme.

breeding method 1 not giving strong AIs

seeing the visualization, you can see that breeding method one is performing terribly, need to find a better way to breed. I found out so late that it would not be worth the effort to fix anymore.

restart.bool doesnt work like i thought it would

expected:
when restart.bool is set to true, the python stops execution, restart.sh pulls origin and executes start.sh to start the program

observed:
the file does pull and restart, but the nohup.out file is not created when start.sh is run, thus I cannot see live logs unless its through google logging.

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