Retrain RPPO model for CarRacing-v0 v3
Browse files- .gitattributes +1 -0
- README.md +28 -0
- RPPO-CarRacing-v0.zip +3 -0
- RPPO-CarRacing-v0/_stable_baselines3_version +1 -0
- RPPO-CarRacing-v0/data +0 -0
- RPPO-CarRacing-v0/policy.optimizer.pth +3 -0
- RPPO-CarRacing-v0/policy.pth +3 -0
- RPPO-CarRacing-v0/pytorch_variables.pth +3 -0
- RPPO-CarRacing-v0/system_info.txt +7 -0
- config.json +0 -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: RPPO
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results:
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- metrics:
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- type: mean_reward
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value: 614.78 +/- 160.84
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name: mean_reward
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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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---
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# **RPPO** Agent playing **CarRacing-v0**
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This is a trained model of a **RPPO** agent playing **CarRacing-v0** 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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RPPO-CarRacing-v0.zip
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version https://git-lfs.github.com/spec/v1
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oid sha256:4f2a8607afe2fbbfb5848017cb596c70967ed8c49d6f86bafa2ddc58d6d134c9
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size 60470983
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RPPO-CarRacing-v0/_stable_baselines3_version
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1.5.1a5
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RPPO-CarRacing-v0/data
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RPPO-CarRacing-v0/policy.optimizer.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:24cee0ca43d716df50502427957efe9ec73a23d34783d50b715be36045d79ec7
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size 40055003
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RPPO-CarRacing-v0/policy.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:fd6b942242c741b25bbd256e9a8f05a2a4bd440f7e944cf5eb0c6c127bc616a3
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size 20027061
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RPPO-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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RPPO-CarRacing-v0/system_info.txt
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OS: Linux-5.10.107+-x86_64-with-debian-bullseye-sid #1 SMP Sun Apr 24 15:04:08 UTC 2022
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Python: 3.7.12
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Stable-Baselines3: 1.5.1a5
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PyTorch: 1.11.0+cu102
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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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config.json
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replay.mp4
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version https://git-lfs.github.com/spec/v1
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oid sha256:8852d81ba284721f4421e63a9a4b858399a66af6b6c2839e16686fa9567e35ef
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size 1475634
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results.json
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{"mean_reward": 614.780129430443, "std_reward": 160.83888510938422, "is_deterministic": true, "n_eval_episodes": 10, "eval_datetime": "2022-05-14T16:02:27.467602"}
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