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Match3 hyperparameters adjustments #4641

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Match3 hyperparameters adjustments #4641

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2c37b89
Match3 hyperparameters change
CubeMD Nov 12, 2020
299f844
Added meta file
CubeMD Nov 12, 2020
e83612e
Merge remote-tracking branch 'upstream/master'
CubeMD Nov 13, 2020
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Binary file added Project/Assets/ML-Agents/Examples/Match3/TFModels/Match3VectorObsSmallerBatch.onnx
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14 changes: 14 additions & 0 deletions Project/Assets/ML-Agents/Examples/Match3/TFModels/Match3VectorObsSmallerBatch.onnx.meta
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14 changes: 7 additions & 7 deletions config/ppo/Match3.yaml
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Original file line number Diff line number Diff line change
Expand Up @@ -2,26 +2,26 @@ behaviors:
Match3VectorObs:
trainer_type: ppo
hyperparameters:
batch_size: 64
buffer_size: 12000
batch_size: 16
buffer_size: 120
learning_rate: 0.0003
beta: 0.001
beta: 0.005
epsilon: 0.2
lambd: 0.99
num_epoch: 3
learning_rate_schedule: constant
learning_rate_schedule: linear
network_settings:
normalize: true
hidden_units: 128
num_layers: 2
hidden_units: 256
num_layers: 4
vis_encode_type: match3
reward_signals:
extrinsic:
gamma: 0.99
strength: 1.0
keep_checkpoints: 5
max_steps: 5000000
time_horizon: 1000
time_horizon: 128
summary_freq: 10000
threaded: true
Match3VisualObs:
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