siavash1996 commited on
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Upload PPO LunarLander-v2 trained agent

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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-v0
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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-v0
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+ type: CarRacing-v0
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+ metrics:
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+ - type: mean_reward
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+ value: -54.33 +/- 5.70
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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-v0**
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+ This is a trained model of a **PPO** agent playing **CarRacing-v0**
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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-v1.zip ADDED
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ppo-CarRacing-v1/_stable_baselines3_version ADDED
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+ 1.7.0
ppo-CarRacing-v1/data ADDED
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ppo-CarRacing-v1/policy.optimizer.pth ADDED
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ppo-CarRacing-v1/pytorch_variables.pth ADDED
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ppo-CarRacing-v1/system_info.txt ADDED
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+ - OS: Linux-5.10.147+-x86_64-with-glibc2.29 # 1 SMP Sat Dec 10 16:00:40 UTC 2022
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+ - Python: 3.8.10
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+ - Stable-Baselines3: 1.7.0
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+ - PyTorch: 1.13.1+cu116
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+ - GPU Enabled: True
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+ - Numpy: 1.21.6
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+ - Gym: 0.21.0
replay.mp4 ADDED
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results.json ADDED
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+ {"mean_reward": -54.330694230645896, "std_reward": 5.699226950966611, "is_deterministic": true, "n_eval_episodes": 10, "eval_datetime": "2023-01-29T03:44:47.423355"}