Upload PPO CarRacing-v0 trained agent
Browse files- .gitattributes +1 -0
- README.md +37 -0
- config.json +0 -0
- ppo-CarRacing-v0.zip +3 -0
- ppo-CarRacing-v0/_stable_baselines3_version +1 -0
- ppo-CarRacing-v0/data +0 -0
- ppo-CarRacing-v0/policy.optimizer.pth +3 -0
- ppo-CarRacing-v0/policy.pth +3 -0
- ppo-CarRacing-v0/pytorch_variables.pth +3 -0
- ppo-CarRacing-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: -4.07 +/- 39.12
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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-CarRacing-v0.zip
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version https://git-lfs.github.com/spec/v1
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oid sha256:a480e020f6d60469a3fa4598d7d9c85ca1c5e70c28034e072b908e65b1968c74
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size 42783472
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ppo-CarRacing-v0/_stable_baselines3_version
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1.6.2
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ppo-CarRacing-v0/data
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ppo-CarRacing-v0/policy.optimizer.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:9fbaa9f626a9ba50ea8d66523c0d0ed31a1c44a6f86d8f34454890244d3fd30e
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size 28391152
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ppo-CarRacing-v0/policy.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:618e4621614ff0deeb476441f1a0cafa0fe1a1e20d91ae409e8af1e82e0a15cf
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size 14194814
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ppo-CarRacing-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-CarRacing-v0/system_info.txt
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OS: Linux-5.10.147+-x86_64-with-glibc2.27 #1 SMP Sat Dec 10 16:00:40 UTC 2022
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Python: 3.8.16
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Stable-Baselines3: 1.6.2
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PyTorch: 1.13.0+cu116
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GPU Enabled: False
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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 sha256:6cdf897be3ea8c0a181861b515c3757046bfb06c5c099497dc1dd88718f23b88
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size 1343534
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results.json
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{"mean_reward": -4.068508325517177, "std_reward": 39.12494826431981, "is_deterministic": true, "n_eval_episodes": 10, "eval_datetime": "2023-01-10T08:38:57.946921"}
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