add checkpoints for Beta4 using SAC learning
Browse files- config/Kyle-b0a.sac.yaml +35 -0
- models/KyleBeta4-b0a-0.onnx +3 -0
- models/KyleBeta4-b0a-1176.onnx +3 -0
- models/KyleBeta4-b0a-1499682.onnx +3 -0
- models/KyleBeta4-b0a-1999682.onnx +3 -0
- models/KyleBeta4-b0a-2499682.onnx +3 -0
- models/KyleBeta4-b0a-29024.onnx +3 -0
- models/KyleBeta4-b0a-499711.onnx +3 -0
- models/KyleBeta4-b0a-999682.onnx +3 -0
config/Kyle-b0a.sac.yaml
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behaviors:
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Kyle:
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trainer_type: sac
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hyperparameters:
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learning_rate: 0.0003
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learning_rate_schedule: linear
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batch_size: 1000
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buffer_size: 1000000
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tau: 0.005
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steps_per_update: 30.0
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init_entcoef: 1.0
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reward_signal_steps_per_update: 30.0
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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: 256
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learning_rate: 0.0001
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keep_checkpoints: 40
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checkpoint_interval: 500000
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max_steps: 20000000
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time_horizon: 1000
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summary_freq: 10000
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models/KyleBeta4-b0a-0.onnx
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version https://git-lfs.github.com/spec/v1
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oid sha256:c2fb524bae4ff822d6ed05a4fc1e065879f198c0550ea656b35c9038ab57097f
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size 2671923
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models/KyleBeta4-b0a-1176.onnx
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version https://git-lfs.github.com/spec/v1
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oid sha256:e7cea07692ee169108024ab9f4051fc1f245df8f0785d232c6d4cd33bed5af9d
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size 2678439
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models/KyleBeta4-b0a-1499682.onnx
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version https://git-lfs.github.com/spec/v1
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oid sha256:7045abe844f01e22ad5a9fe9417f0a02cf565068d661a9cb738e7cbc060e8166
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size 2678439
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models/KyleBeta4-b0a-1999682.onnx
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version https://git-lfs.github.com/spec/v1
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oid sha256:a949bc2a2e6ca10d3d81cfe5ffb6ebf1c128177add32169f895b95ddba3f0208
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size 2678439
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models/KyleBeta4-b0a-2499682.onnx
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version https://git-lfs.github.com/spec/v1
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oid sha256:49584a3bd8ac4faf622737141c0cb40b15de170f98f3a06820c2b6a51b47d977
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size 2678439
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models/KyleBeta4-b0a-29024.onnx
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version https://git-lfs.github.com/spec/v1
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oid sha256:ccea0f376cd203db355a644e27599db2065bd4c2261f31b0217e55a0bd844eab
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size 2678439
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models/KyleBeta4-b0a-499711.onnx
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version https://git-lfs.github.com/spec/v1
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oid sha256:e96482c39af354ec67d4031313dbbe12ac972e3ee004203ee70cbcf1c401b835
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size 2678439
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models/KyleBeta4-b0a-999682.onnx
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version https://git-lfs.github.com/spec/v1
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oid sha256:652700123274d7f8c27dd7a353f1b00d5500caf4474841a4c444b8daabae5c29
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size 2678439
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