Commit
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Parent(s):
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Upload PPO LunarLander-v2 trained agent
Browse files- README.md +37 -0
- config.json +0 -0
- ppo-CarRacing-v1.zip +3 -0
- ppo-CarRacing-v1/_stable_baselines3_version +1 -0
- ppo-CarRacing-v1/data +0 -0
- ppo-CarRacing-v1/policy.optimizer.pth +3 -0
- ppo-CarRacing-v1/policy.pth +3 -0
- ppo-CarRacing-v1/pytorch_variables.pth +3 -0
- ppo-CarRacing-v1/system_info.txt +7 -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-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: -54.33 +/- 5.70
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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-v1.zip
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version https://git-lfs.github.com/spec/v1
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oid sha256:50460e1e6af47b3ddaaba77164b445630ccf1fe7d0b1bd271311c6a84248c853
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size 42894740
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ppo-CarRacing-v1/_stable_baselines3_version
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1.7.0
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ppo-CarRacing-v1/data
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ppo-CarRacing-v1/policy.optimizer.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:cf6cd5c8f7a91bdb13626007a7c7c3e9474c8d7ae6c0c6d27988ba8d46354563
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size 28391536
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ppo-CarRacing-v1/policy.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:e81fb41d55dbaa22825415aaef1e40102668d4adeac726568319a45c609e52f1
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size 14195134
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ppo-CarRacing-v1/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-v1/system_info.txt
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- OS: Linux-5.10.147+-x86_64-with-glibc2.29 # 1 SMP Sat Dec 10 16:00:40 UTC 2022
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- Python: 3.8.10
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- Stable-Baselines3: 1.7.0
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- PyTorch: 1.13.1+cu116
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- GPU Enabled: True
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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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Binary file (717 kB). View file
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results.json
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{"mean_reward": -54.330694230645896, "std_reward": 5.699226950966611, "is_deterministic": true, "n_eval_episodes": 10, "eval_datetime": "2023-01-29T03:44:47.423355"}
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