change parameter
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@@ -17,7 +17,7 @@ params:
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name: default
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sigma_init:
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name: const_initializer
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val: 0.7
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val: 1.2
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fixed_sigma: False
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mlp:
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units: [512, 256, 128]
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@@ -39,9 +39,9 @@ params:
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reward_shaper:
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scale_value: 1.0
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normalize_advantage: True
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gamma: 0.99
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gamma: 0.96
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tau: 0.95
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learning_rate: 2e-4
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learning_rate: 5e-4
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lr_schedule: adaptive
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kl_threshold: 0.008
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score_to_win: 20000
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@@ -49,12 +49,12 @@ params:
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save_best_after: 50
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save_frequency: 100
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grad_norm: 0.5
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entropy_coef: 0.005
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entropy_coef: 0.008
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truncate_grads: True
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bounds_loss_coef: 0.001
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e_clip: 0.2
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horizon_length: 32
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minibatch_size: 4096
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mini_epochs: 5
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horizon_length: 128
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minibatch_size: 8192
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mini_epochs: 4
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critic_coef: 1
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clip_value: True
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