BrennanDrake commited on
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Add evaluation artifacts

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Files changed (4) hide show
  1. README.md +41 -0
  2. model.pt +3 -0
  3. replay.mp4 +0 -0
  4. results.json +6 -0
README.md ADDED
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+ ---
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+ tags:
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+ - LunarLander-v2
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+ - ppo
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+ - deep-reinforcement-learning
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+ - reinforcement-learning
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+ - custom-implementation
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+ - deep-rl-course
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+ model-index:
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+ - name: PPO
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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: LunarLander-v2
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+ type: LunarLander-v2
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+ metrics:
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+ - type: mean_reward
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+ value: 288.27 +/- 18.16
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+ name: mean_reward
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+ verified: false
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+ ---
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+ # PPO Agent Playing LunarLander-v2
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+
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+ This is a trained model of a PPO agent playing LunarLander-v2.
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+
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+ # Hyperparameters
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+ ```python
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+ {'checkpoint': 'models/LunarLander-v3__ppo__1__1768758426.pt'
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+ 'gym_id': 'LunarLander-v2'
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+ 'seed': 1
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+ 'num_episodes': 5
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+ 'capture_video': True
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+ 'cuda': True
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+ 'deterministic': True
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+ 'push_to_hub': True
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+ 'repo_id': 'BrennanDrake/ppo-LunarLander-v2-1'
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+ 'hub_commit_message': 'Add evaluation artifacts'
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+ 'hub_private': False}
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+ ```
model.pt ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:5e4bef076cbd73d9404ff5bae2e5f122b67ba9ec14f68c77fde0938fdc5cafaf
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+ size 43419
replay.mp4 ADDED
Binary file (2.43 kB). View file
 
results.json ADDED
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+ {
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+ "env_id": "LunarLander-v2",
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+ "mean_reward": 288.2681167988129,
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+ "std_reward": 18.163205399690398,
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+ "n_evaluation_episodes": 5
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+ }