a bit more training
Browse files- .gitattributes +1 -0
- README.md +28 -0
- config.json +0 -0
- ppo-CarRacing-v0_v1.zip +3 -0
- ppo-CarRacing-v0_v1/_stable_baselines3_version +1 -0
- ppo-CarRacing-v0_v1/data +0 -0
- ppo-CarRacing-v0_v1/policy.optimizer.pth +3 -0
- ppo-CarRacing-v0_v1/policy.pth +3 -0
- ppo-CarRacing-v0_v1/pytorch_variables.pth +3 -0
- ppo-CarRacing-v0_v1/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: 800.67 +/- 46.00
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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_v1.zip
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version https://git-lfs.github.com/spec/v1
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oid sha256:57c316e9da8bfa0644cd9c2f0e1b59fef355be532ccd5d6a77e536d99ba32926
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size 26597790
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ppo-CarRacing-v0_v1/_stable_baselines3_version
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1.5.0
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ppo-CarRacing-v0_v1/data
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ppo-CarRacing-v0_v1/policy.optimizer.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:8de8baae8611aa6c0cf45023233991451afa58aa346dcd77c9d9d52d36d61fa7
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size 17424599
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ppo-CarRacing-v0_v1/policy.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:9501574d790e9a80ced1b2636b86b7e3377de7e20f25475b993dcd05a993e57c
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size 8713150
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ppo-CarRacing-v0_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-v0_v1/system_info.txt
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OS: Linux-5.11.0-38-generic-x86_64-with-glibc2.31 #42~20.04.1-Ubuntu SMP Tue Sep 28 20:41:07 UTC 2021
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Python: 3.9.12
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Stable-Baselines3: 1.5.0
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PyTorch: 1.11.0+cu102
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GPU Enabled: True
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Numpy: 1.22.3
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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 sha256:83215c8c825bfecb60e45ec04fed778c28d59676adfd13e2873453467d955131
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size 873816
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results.json
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{"mean_reward": 800.6700507842004, "std_reward": 46.00085727339187, "is_deterministic": true, "n_eval_episodes": 10, "eval_datetime": "2022-05-15T09:33:31.717609"}
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