Ding-Qiang
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Browse files- README.md +37 -0
- config.json +0 -0
- ppo-CarRacing-v2.zip +3 -0
- ppo-CarRacing-v2/_stable_baselines3_version +1 -0
- ppo-CarRacing-v2/data +0 -0
- ppo-CarRacing-v2/policy.optimizer.pth +3 -0
- ppo-CarRacing-v2/policy.pth +3 -0
- ppo-CarRacing-v2/pytorch_variables.pth +3 -0
- ppo-CarRacing-v2/system_info.txt +9 -0
- replay.mp4 +0 -0
- results.json +1 -0
README.md
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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: CnnPolicy
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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: 595.91 +/- 196.45
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name: mean_reward
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verified: false
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---
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# **CnnPolicy** Agent playing **CarRacing-v2**
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This is a trained model of a **CnnPolicy** agent playing **CarRacing-v2**
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using the [stable-baselines3 library](https://github.com/DLR-RM/stable-baselines3).
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## Usage (with Stable-baselines3)
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TODO: Add your code
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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
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ppo-CarRacing-v2.zip
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version https://git-lfs.github.com/spec/v1
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oid sha256:df1a2fe54e1c0cbac46f45ec68c19b9a47a746568199185a38cddd5a91a31522
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size 26879309
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ppo-CarRacing-v2/_stable_baselines3_version
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2.0.0a5
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ppo-CarRacing-v2/data
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ppo-CarRacing-v2/policy.optimizer.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:34c8b01e3a6f9a79fdc854965a56095a71f12e2f28529b0f5bb4b4ed5f7ee4a7
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size 17415600
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ppo-CarRacing-v2/policy.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:593e462ec47f72c081bfab08e123218637097a2ad2263ba89b38af72483a1695
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size 8709886
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ppo-CarRacing-v2/pytorch_variables.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:d030ad8db708280fcae77d87e973102039acd23a11bdecc3db8eb6c0ac940ee1
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size 431
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ppo-CarRacing-v2/system_info.txt
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- OS: Linux-5.15.109+-x86_64-with-glibc2.31 # 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: True
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- Numpy: 1.22.4
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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
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replay.mp4
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Binary file (701 kB). View file
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results.json
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{"mean_reward": 595.9101958000001, "std_reward": 196.44738516591403, "is_deterministic": true, "n_eval_episodes": 10, "eval_datetime": "2023-07-18T06:19:03.567915"}
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