SusBioRes-UBC
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Upload PPO CarRacing-v0 trained agent
Browse files- .gitattributes +1 -0
- README.md +28 -0
- config.json +0 -0
- dqn-LunarLander-v2.zip +3 -0
- dqn-LunarLander-v2/_stable_baselines3_version +1 -0
- dqn-LunarLander-v2/data +0 -0
- dqn-LunarLander-v2/policy.optimizer.pth +3 -0
- dqn-LunarLander-v2/policy.pth +3 -0
- dqn-LunarLander-v2/pytorch_variables.pth +3 -0
- dqn-LunarLander-v2/system_info.txt +7 -0
- replay.mp4 +3 -0
- results.json +1 -0
.gitattributes
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@@ -25,3 +25,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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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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- metrics:
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- type: mean_reward
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value: -32.80 +/- 7.12
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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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# **PPO** Agent playing **CarRacing-v0**
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This is a trained model of a **PPO** 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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config.json
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dqn-LunarLander-v2.zip
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version https://git-lfs.github.com/spec/v1
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oid sha256:663db74d8cb9432f59985a9ca8b4dbfa3529cc36d463a241393a040689bf1033
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size 42781969
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dqn-LunarLander-v2/_stable_baselines3_version
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1.5.0
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dqn-LunarLander-v2/data
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dqn-LunarLander-v2/policy.optimizer.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:da7e6805e0782dddefce421690d2bdec3bd1f65362cbb3266e710385c4a6ec7f
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size 28387991
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dqn-LunarLander-v2/policy.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:90408da55f78b212335dde60b3187db6884d9c9cf7c82f0ed449d476c776c1b2
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size 14194814
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dqn-LunarLander-v2/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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dqn-LunarLander-v2/system_info.txt
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OS: Linux-5.4.188+-x86_64-with-Ubuntu-18.04-bionic #1 SMP Sun Apr 24 10:03:06 PDT 2022
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Python: 3.7.13
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Stable-Baselines3: 1.5.0
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PyTorch: 1.11.0+cu113
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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 sha256:550a5772022944a6772851a5d0606473fbbd90253b5378603cfdc177e42116ba
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size 1631074
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results.json
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{"mean_reward": -32.795373886823654, "std_reward": 7.1206433696412414, "is_deterministic": true, "n_eval_episodes": 10, "eval_datetime": "2022-05-12T15:48:49.753130"}
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