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This repository has been archived by the owner on Jan 1, 2024. It is now read-only.

Releases: lochungtin/SnakeAI

v1.0.0

24 Aug 09:40
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Optimal result for first overnight training

  • epoch 1k
  • avg score 22.5
  • agent config:
    {
    'adamConfig': {
    'stepSize': 1e-3,
    'betaM': 0.9,
    'betaV': 0.999,
    'epsilon': 0.001
    },
    'nnConfig': {
    'stateCount': 12,
    'hiddenUnitCount': [128, 64, 16],
    'actionCount': 4,
    },
    'rbConfig': {
    'rbSize': 50000,
    'batchSize': 8,
    'replayUpdatePerStep': 4,
    },
    'gamma': 0.95,
    'tau': 0.001
    }