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https://github.com/vale981/ray
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dd70720578
* bulk rename * deprecation warn * update doc * update fig * line length * rename * make pytest comptaible * fix test * fi sys * rename * wip * fix more * lint * update svg * comments * lint * fix use of batch steps
30 lines
877 B
YAML
30 lines
877 B
YAML
# This gets to ~19-20 reward in ~30 minutes / 4m steps on a m4.10xl instance
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# TODO(rliaw): this has regressed in performance
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pong-a3c:
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env: PongDeterministic-v4
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run: A3C
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config:
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num_workers: 16
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rollout_fragment_length: 20
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use_pytorch: false
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vf_loss_coeff: 0.5
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entropy_coeff: 0.01
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gamma: 0.99
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grad_clip: 40.0
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lambda: 1.0
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lr: 0.0001
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observation_filter: NoFilter
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preprocessor_pref: rllib
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model:
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use_lstm: true
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conv_activation: elu
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dim: 42
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grayscale: true
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zero_mean: false
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# Reduced channel depth and kernel size from default
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conv_filters: [
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[32, [3, 3], 2],
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[32, [3, 3], 2],
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[32, [3, 3], 2],
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[32, [3, 3], 2],
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]
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