kaushal-ursal
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Upload PPO CarRacing-v2 trained agent
Browse files- .gitattributes +1 -0
- 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 +3 -0
- results.json +1 -0
.gitattributes
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@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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replay.mp4 filter=lfs diff=lfs merge=lfs -text
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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: 386.21 +/- 195.26
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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 sha256:05e157d497db6ad7ac0c884a7f5b1468a04b119a6e7af41c3286862dddb36d40
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size 26325617
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ppo-CarRacing-v2/_stable_baselines3_version
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2.3.2
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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 sha256:3ed3fe694d5e85f2957ba7ef2e4a9b2f00974168afcdc688c07d08aac01fbfba
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size 17415649
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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 sha256:69aedd2e4d3967551e5d111a48e64d83bff62a4d9cbe4574f24089a6b23b8fe9
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size 8709935
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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-6.1.85+-x86_64-with-glibc2.35 # 1 SMP PREEMPT_DYNAMIC Thu Jun 27 21:05:47 UTC 2024
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- Python: 3.10.12
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- Stable-Baselines3: 2.3.2
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- PyTorch: 2.4.1+cu121
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- GPU Enabled: False
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- Numpy: 1.26.4
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- Cloudpickle: 2.2.1
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- Gymnasium: 0.29.1
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- OpenAI Gym: 0.25.2
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replay.mp4
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version https://git-lfs.github.com/spec/v1
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oid sha256:6b9d29ee31a831d128584edd947f8016c56583f4aafdf12bf2ee9010fb47d257
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size 1090791
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results.json
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{"mean_reward": 386.20921104848384, "std_reward": 195.2558510645186, "is_deterministic": true, "n_eval_episodes": 10, "eval_datetime": "2024-09-27T14:09:21.544550"}
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