Upload PPO CarRacing-v0 trained agent
Browse files- .gitattributes +1 -0
- README.md +28 -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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- metrics:
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- type: mean_reward
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value: -29.05 +/- 18.50
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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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ppo-CarRacing-v0.zip
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version https://git-lfs.github.com/spec/v1
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oid sha256:cf6bbff0190b8618cf836ae0b3a9492da9971357a9081b0580e4ddf29aaa16fa
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size 43337373
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ppo-CarRacing-v0/_stable_baselines3_version
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1.5.0
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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:dcab7082deba13ceb018e608618bbb562fb3597831c687f51443741b3833efe5
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size 28388247
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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:b4881b4feccf2c70d20f6aeb1c3769b78f8a93a4caf8bd7ea6991453553c1ca5
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size 14194942
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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-5.4.188+-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: 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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version https://git-lfs.github.com/spec/v1
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oid sha256:f5363e73da26422efd8510ecc4118f8168d2a40d438d2aa0b0d2e8e4ca412337
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size 441781
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results.json
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{"mean_reward": -29.05326018258929, "std_reward": 18.499466535742204, "is_deterministic": true, "n_eval_episodes": 10, "eval_datetime": "2022-05-15T00:16:59.746645"}
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