Upload PPO CarRacing-v2 trained agent
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: 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: 902.33 +/- 24.16
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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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ppo-CarRacing-v2.zip
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version https://git-lfs.github.com/spec/v1
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oid sha256:c16b3f693abaa0b4c8392da95b4c4bc35388b4adc95b28b09756a4d89ec73b58
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size 26327680
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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:b5ff8504ac44d179023b2be68bd0fa103e557330888c6010e766af05ce5f1be2
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size 17416033
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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 sha256:94ab28551944cf80e5bf825277656ccc5b04b93972579513748f5e3c80331cdc
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size 8710383
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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 sha256:0c35cea3b2e60fb5e7e162d3592df775cd400e575a31c72f359fb9e654ab00c5
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size 864
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ppo-CarRacing-v2/system_info.txt
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- OS: Linux-5.15.120+-x86_64-with-glibc2.35 # 1 SMP Wed Aug 30 11:19:59 UTC 2023
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- Python: 3.10.12
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- Stable-Baselines3: 2.0.0a5
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- PyTorch: 2.1.0+cu118
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- GPU Enabled: True
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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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replay.mp4
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Binary file (742 kB). View file
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results.json
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{"mean_reward": 902.3316133975983, "std_reward": 24.15560353262573, "is_deterministic": true, "n_eval_episodes": 10, "eval_datetime": "2023-11-03T10:41:07.810077"}
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