MattStammers commited on
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753f33b
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Upload PPO Car_Racing trained agent v1

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CarRacing-v2.zip ADDED
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CarRacing-v2/_stable_baselines3_version ADDED
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+ 2.0.0a5
CarRacing-v2/data ADDED
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CarRacing-v2/policy.optimizer.pth ADDED
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CarRacing-v2/policy.pth ADDED
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CarRacing-v2/pytorch_variables.pth ADDED
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CarRacing-v2/system_info.txt ADDED
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+ - OS: Linux-5.15.109+-x86_64-with-glibc2.35 # 1 SMP Fri Jun 9 10:57:30 UTC 2023
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+ - Python: 3.10.12
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+ - Stable-Baselines3: 2.0.0a5
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+ - PyTorch: 2.0.1+cu118
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+ - GPU Enabled: False
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+ - Numpy: 1.23.5
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+ - Cloudpickle: 2.2.1
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+ - Gymnasium: 0.28.1
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+ - OpenAI Gym: 0.25.2
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: -74.49 +/- 23.67
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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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replay.mp4 ADDED
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results.json ADDED
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+ {"mean_reward": -74.49005927890539, "std_reward": 23.670143795553713, "is_deterministic": true, "n_eval_episodes": 10, "eval_datetime": "2023-08-09T19:19:11.429420"}