MattStammers
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Upload PPO Car_Racing trained agent v1
Browse files- CarRacing-v2.zip +3 -0
- CarRacing-v2/_stable_baselines3_version +1 -0
- CarRacing-v2/data +0 -0
- CarRacing-v2/policy.optimizer.pth +3 -0
- CarRacing-v2/policy.pth +3 -0
- CarRacing-v2/pytorch_variables.pth +3 -0
- CarRacing-v2/system_info.txt +9 -0
- README.md +37 -0
- config.json +0 -0
- replay.mp4 +0 -0
- results.json +1 -0
CarRacing-v2.zip
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version https://git-lfs.github.com/spec/v1
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oid sha256:bd767827a709faedc5a0ee3cfab5bde2f8abec1405274744bc43941d9927219b
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size 26878540
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CarRacing-v2/_stable_baselines3_version
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2.0.0a5
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CarRacing-v2/data
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CarRacing-v2/policy.optimizer.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:a6ae23c838f60bc90c6bc3f7cf1eb36ec6fac351a44fd959bede8234c4f32795
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size 17415216
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CarRacing-v2/policy.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:03d718f1e90353dd662199a2e15aeab343fd6562eececd6b008a64910b980c16
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size 8709502
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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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CarRacing-v2/system_info.txt
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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
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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: 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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# **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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## 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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replay.mp4
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Binary file (484 kB). View file
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results.json
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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"}
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