Uploaded CarRacing model
Browse files- .gitattributes +1 -0
- README.md +37 -0
- config.json +0 -0
- ppo-car_racing-v0.zip +3 -0
- ppo-car_racing-v0/_stable_baselines3_version +1 -0
- ppo-car_racing-v0/data +0 -0
- ppo-car_racing-v0/policy.optimizer.pth +3 -0
- ppo-car_racing-v0/policy.pth +3 -0
- ppo-car_racing-v0/pytorch_variables.pth +3 -0
- ppo-car_racing-v0/system_info.txt +7 -0
- replay.mp4 +3 -0
- results.json +1 -0
.gitattributes
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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-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: -69.09 +/- 3.39
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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-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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## 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-car_racing-v0.zip
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version https://git-lfs.github.com/spec/v1
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oid sha256:7526db7e3de91677cd898dcf80d7ad388de0aa140a712407b16ff1af3450091d
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size 43340730
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ppo-car_racing-v0/_stable_baselines3_version
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1.6.2
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ppo-car_racing-v0/data
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ppo-car_racing-v0/policy.optimizer.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:f868c94081b09dae59d25725add2b8e597d07baeb5d4cff27871bb584529876f
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size 28391536
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ppo-car_racing-v0/policy.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:bd9cd0d2ff606cf79a3277344793cc1af4f5ce9f00634f509ab59d50a5f37f0c
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size 14194942
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ppo-car_racing-v0/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-car_racing-v0/system_info.txt
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OS: Linux-5.10.133+-x86_64-with-glibc2.27 #1 SMP Fri Aug 26 08:44:51 UTC 2022
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Python: 3.8.15
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Stable-Baselines3: 1.6.2
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PyTorch: 1.13.0+cu116
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GPU Enabled: True
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Numpy: 1.21.6
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Gym: 0.21.0
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replay.mp4
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version https://git-lfs.github.com/spec/v1
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oid sha256:5d75563de23688e8948c66ff6af2b4a87f868bfffcfb136b3bf155e092e4af2b
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size 1105768
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results.json
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{"mean_reward": -69.08576712608337, "std_reward": 3.38726671624695, "is_deterministic": true, "n_eval_episodes": 10, "eval_datetime": "2022-12-08T10:56:01.782913"}
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