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Some friends and i created a car park environment in which a police car has to get into the right parking spot without crashing. We also exported the environment and trained our own TensorFlow implementation of PPO with it.

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cowolff/Self-parking-car-Unity-Tensorflow

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Self parking car Unity Tensorflow

TensorFlow

You can find our own implementation of PPO in TensorFlow and our training loop in the TensorFlow folder.

Paper

For further details about this project, you can read the corresponding paper we wrote as part of this university project. It is simply called Paper.pdf.

MLAgents

The config file used for training in MLAgents is called PoliceCar.yaml.

Results

Here you can see our results (click on image to be forwarded to the youtube video):

Our results

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Some friends and i created a car park environment in which a police car has to get into the right parking spot without crashing. We also exported the environment and trained our own TensorFlow implementation of PPO with it.

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