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--- |
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tags: |
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- BipedalWalker-v3 |
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- ars |
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- deep-reinforcement-learning |
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- reinforcement-learning |
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- custom-implementation |
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- BipedalWalkerHardcore-v3 |
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model-index: |
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- name: ARS |
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results: |
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- task: |
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type: reinforcement-learning |
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name: reinforcement-learning |
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dataset: |
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name: BipedalWalker-v3 |
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type: BipedalWalker-v3 |
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metrics: |
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- type: mean_reward |
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value: -95.04 +/- 21.58 |
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name: mean_reward |
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verified: false |
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--- |
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# ARS Agent Playing BipedalWalker-v3 |
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This is a trained model of a ARS agent playing BipedalWalker-v3. |
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# Hyperparameters |
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```python |
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{'v': 0.03 |
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'N': 16 |
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'b': 8 |
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'lr': 0.02 |
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'normalizer': <__main__.Normalizer object at 0x00000282A0091120> |
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'writer': <torch.utils.tensorboard.writer.SummaryWriter object at 0x00000282A0091750> |
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'env_id': 'BipedalWalker-v3' |
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'algorithm': 'ARS' |
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'iterations': 30 |
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'episode_length': 5000 |
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'test_iterations': 100} |
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``` |
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