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I'm mostly making this a release so that I can attach my trained models and remove the local copy of this repo.
The best run that I was able to reproduce was the following:
nix run .#showoff qq outputs/qq-lr-0.0005-epochs-1000-batch_size-128-gamma-0.99-capacity-10000-tau-0.005-eps_start-0.9-eps_end-0.5-eps_rate-2000-update_frequency-100-commit-01d98e619813b8d8ac2f8681fbd27ab7d87ccf7f-machine-sams_macbook_pro-model-1.pt 27
It should score 400 points.