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navigate.AI is a travel assistance system that uses artificial intelligence (AI), this project is developed in the programming language "Python" and has the objective of using "Deep Reinforcement Learning" to safely guide a car.

License: MIT License

Python 100.00%
deep-reinforcement-learning carla-driving-simulator python tensorflow deep-q-learning

navigate.ai-carla's Introduction

navigate.AI

navigate.AI is a travel assistance system that uses artificial intelligence (AI), this project is developed in the programming language "Python" and has the objective of using "Deep Reinforcement Learning" to safely guide a car.

How to use the script

Requirements

I recomend you using Python3.7.5 and CARLA0.9.8.

  1. If you want to train the model using your GPU you need to install CUDA v.10.0 and CuDNN for that version of CUDA.

  2. Install requirements.txt if you want to use the CPU for training your model

    • $ python -m pip install -r requirements.txt
  3. Install requirements-gpu.txt if you want to use the GPU for training your model

    • $ python -m pip install -r requirements-gpu.txt

To train your model

Edit settings.py, change the CARLA_PATH and adjust the settings to your taste.

Train running train.py.

  • $ python train.py

To play your trained model

Play running play.py.

  • $ python play.py

navigate.ai-carla's People

Contributors

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Stargazers

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Watchers

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Forkers

iemmessien

navigate.ai-carla's Issues

Can this AI run on the build from source CARLA

Hi, this algorithm looks awesome and I really want to try it.
However, there is a problem. My carla version is 0.9.11 and is built from source.I noticed that this algorithm can only be run on binary CARLA because you use carlaUE4.sh to start and restart CARLA, while the build from source CARLA don't provide it.
So I'm wondering if you've already have solutions?

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