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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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: 676.08 +/- 282.89
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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 sha256:98eb456559eb2f70e9c0d86f61a1727678ae1dda7d7a262a32edb7e7deacc935
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size 26327793
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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:ddceda427013830d8af7566deba3d14bf4bbe9f1f2f52caf2bf8521b1b02bef9
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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:e5f453b9a8f0929dc86aeb47d7fce38628c7b9b8ee206da58896701558f951f3
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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-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: 3.11.11
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- Stable-Baselines3: 2.0.0a5
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- PyTorch: 2.5.1+cu124
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- GPU Enabled: True
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- Numpy: 1.26.4
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- Cloudpickle: 3.1.1
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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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version https://git-lfs.github.com/spec/v1
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oid sha256:cbf72ad3bf37c8f67ec54bd4de1f2fb256b24827a982ee6d9bafddeb7c852300
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size 1006450
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results.json
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{"mean_reward": 676.0786445, "std_reward": 282.8930025155008, "is_deterministic": true, "n_eval_episodes": 10, "eval_datetime": "2025-03-09T02:48:55.139433"}
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