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  1. README.md +21 -0
  2. tqc-xArm7Slide-v3.pkl +3 -0
README.md CHANGED
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  ---
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  license: mit
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  ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ---
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  license: mit
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  ---
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+
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+ This is a pre-trained model (TQC agent) for **XArm7Slide-v3** simulation task env, defined in [here](https://github.com/xArm-Developer/uf-gym).
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+
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+ Hyperparameters:
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+
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+ ```python
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+ OrderedDict([
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+ ('batch_size', 2048),
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+ ('buffer_size', 1000000),
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+ ('ent_coef', 'auto'),
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+ ('gamma', 0.95),
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+ ('learning_rate', 0.001),
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+ ('learning_starts', 100),
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+ ('policy', 'MultiInputPolicy'),
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+ ('policy_kwargs', dict(net_arch=[512, 512, 512], n_critics=2)),
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+ ('replay_buffer_class', HerReplayBuffer),
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+ ('replay_buffer_kwargs', dict( goal_selection_strategy='future', n_sampled_goal=4)),
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+ ('tau', 0.05)
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+ ])
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+ ```
tqc-xArm7Slide-v3.pkl ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:ef5dd3fc12a44ad4aeafdab545d0fe8760111c7b65d53fd11c45c0d7490c7477
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+ size 24232474