Added hyperparameters
Browse files- Walker-b0a.yaml +35 -0
Walker-b0a.yaml
ADDED
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behaviors:
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Walker:
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trainer_type: ppo
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hyperparameters:
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batch_size: 4096
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buffer_size: 40960
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learning_rate: 0.0003
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beta: 0.005
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epsilon: 0.2
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lambd: 0.95
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num_epoch: 5
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learning_rate_schedule: linear
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network_settings:
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normalize: true
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hidden_units: 256
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num_layers: 3
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vis_encode_type: simple
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memory:
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sequence_length: 1000
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memory_size: 256
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reward_signals:
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extrinsic:
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gamma: 0.995
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strength: 1.0
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curiosity:
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strength: 0.1
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gamma: 0.995
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network_settings:
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hidden_units: 128
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learning_rate: 0.0001
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keep_checkpoints: 10
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checkpoint_interval: 1000000
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max_steps: 20000000
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time_horizon: 1000
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summary_freq: 50000
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