Amankankriya commited on
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trained model for CarRacing-v2 using PPO

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README.md ADDED
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+ ---
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+ library_name: stable-baselines3
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+ tags:
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+ - CarRacing-v2
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+ - deep-reinforcement-learning
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+ - reinforcement-learning
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+ - stable-baselines3
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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: CarRacing-v2
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+ type: CarRacing-v2
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+ metrics:
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+ - type: mean_reward
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+ value: 548.79 +/- 245.52
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+ name: mean_reward
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+ verified: false
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+ ---
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+
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+ # **PPO** Agent playing **CarRacing-v2**
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+ This is a trained model of a **PPO** agent playing **CarRacing-v2**
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+ using the [stable-baselines3 library](https://github.com/DLR-RM/stable-baselines3).
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+
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+ ## Usage (with Stable-baselines3)
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+ TODO: Add your code
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+
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+
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+ ```python
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+ from stable_baselines3 import ...
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+ from huggingface_sb3 import load_from_hub
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+
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+ ...
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+ ```
config.json ADDED
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ppo-CarRacing-v2/_stable_baselines3_version ADDED
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+ 2.3.2
ppo-CarRacing-v2/data ADDED
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ppo-CarRacing-v2/policy.optimizer.pth ADDED
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ppo-CarRacing-v2/system_info.txt ADDED
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+ - OS: macOS-14.4.1-arm64-arm-64bit Darwin Kernel Version 23.4.0: Fri Mar 15 00:19:22 PDT 2024; root:xnu-10063.101.17~1/RELEASE_ARM64_T8112
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+ - Python: 3.9.6
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+ - Stable-Baselines3: 2.3.2
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+ - PyTorch: 2.3.0
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+ - GPU Enabled: False
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+ - Numpy: 1.26.4
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+ - Cloudpickle: 3.0.0
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+ - Gymnasium: 0.29.1
replay.mp4 ADDED
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results.json ADDED
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+ {"mean_reward": 548.7919274792075, "std_reward": 245.51605233033743, "is_deterministic": true, "n_eval_episodes": 10, "eval_datetime": "2024-05-15T18:48:59.678314"}