Upload PPO CarRacing-v0 trained agent
Browse files- .gitattributes +1 -0
- README.md +28 -0
- config.json +0 -0
- ppo-car-racing-v0.zip +3 -0
- ppo-car-racing-v0/_stable_baselines3_version +1 -0
- ppo-car-racing-v0/data +0 -0
- ppo-car-racing-v0/policy.optimizer.pth +3 -0
- ppo-car-racing-v0/policy.pth +3 -0
- ppo-car-racing-v0/pytorch_variables.pth +3 -0
- ppo-car-racing-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: 849.04 +/- 31.91
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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-car-racing-v0.zip
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version https://git-lfs.github.com/spec/v1
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oid sha256:e2489d9de893e5416490adef155474362cda10827565bbcf79375c046c77b53a
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size 26599724
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ppo-car-racing-v0/_stable_baselines3_version
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1.5.0
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ppo-car-racing-v0/data
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ppo-car-racing-v0/policy.optimizer.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:5e2ad42df3e92d2388cba796a5f9f85edd0cb30ddd9f93ab14e65fd4236b7da3
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size 17424599
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ppo-car-racing-v0/policy.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:0a295956351b26efd895985a094df384f049e8bb38c618b4c999371a05906b0b
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size 8713150
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ppo-car-racing-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-car-racing-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 sha256:8ea4e07a8733d4ad99abea809293e0a87f63f19ad4622ead95b75447d2be1734
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size 874913
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results.json
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{"mean_reward": 849.0408541284502, "std_reward": 31.908994272326595, "is_deterministic": true, "n_eval_episodes": 10, "eval_datetime": "2022-05-15T21:42:50.342554"}
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