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Winning bot Coac AI for microRTS Competition 2020
Hi, thanks so much for creating this strong bot. I am working on training an agent via RL to compete with CoacAI. One of the running issue I had is that after thousands of iterations, CoacAI performance starts to degrade.
See https://wandb.ai/vwxyzjn/rts-generalization/reports/CoacAI-bug-report--VmlldzozNTg2NDM for a visual example. In the same run, CoacAI performs very strongly in the beginning, then after 4M training steps for the RL agents, CoacAI's performance degrade, starting to not harvesting resources or building units for some reasons.
So in the gym-microrts environment, the AIs get reset after the episode finishes (i.e. ai.reset()
). My suspision is that CoacAI did not properly reset some variables during its reset function thus causing the drastic performance degrade. I am not very familiar with the CoacAI code, but is this something you could take a look? Thanks.
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