Add evaluation artifacts
Browse files- README.md +41 -0
- model.pt +3 -0
- replay.mp4 +0 -0
- results.json +6 -0
README.md
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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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This is a trained model of a PPO agent playing LunarLander-v2.
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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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```
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model.pt
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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
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replay.mp4
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Binary file (2.43 kB). View file
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results.json
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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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}
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