Amankankriya
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trained model for CarRacing-v2 using PPO
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 +8 -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: 548.79 +/- 245.52
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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 sha256:890e086687295fa6ff34cce374bb523b79ff610a767397caee0111bc3f3c1846
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size 26588491
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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 sha256:741f4245e9a021ad9a0bb70938ef4dcaa072142f6651f25ddc9e701fb4ad3645
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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 sha256:3b0885888ee020222371ad25a44a2f9eededebc3307b4cf15ec6c19b0bc16139
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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:ebdad4b9cfe9cd22a3abadb5623bf7bb1f6eb2e408740245eb3f2044b0adc018
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size 864
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ppo-CarRacing-v2/system_info.txt
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- OS: macOS-14.4.1-arm64-arm-64bit Darwin Kernel Version 23.4.0: Fri Mar 15 00:19:22 PDT 2024; root:xnu-10063.101.17~1/RELEASE_ARM64_T8112
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- Python: 3.9.6
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- Stable-Baselines3: 2.3.2
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- PyTorch: 2.3.0
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- GPU Enabled: False
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- Numpy: 1.26.4
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- Cloudpickle: 3.0.0
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- Gymnasium: 0.29.1
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replay.mp4
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Binary file (923 kB). View file
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results.json
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{"mean_reward": 548.7919274792075, "std_reward": 245.51605233033743, "is_deterministic": true, "n_eval_episodes": 10, "eval_datetime": "2024-05-15T18:48:59.678314"}
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