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An improved fork of the original autonomous driving model based on the Soft Actor-Critic algorithm for the CARLA simulator. (https://arxiv.org/abs/2312.16620)

License: GNU General Public License v3.0

Python 69.53% Jupyter Notebook 30.47%
autonomous-driving carla-simulator rainforcement-learning soft-actor-critic self-driving-car

rl-sac-carla's Introduction

Residual Sensor Fusion based on SAC for CARLA

Proposed Approach Architecture

overall-architecture

What the car sees:

Car Frame

Citation

@inproceedings{aghdasian2023autonomous,
  title={Autonomous Driving using Residual Sensor Fusion and Deep Reinforcement Learning},
  author={Aghdasian, Amin Jalal and Ardakani, Amirhossein Heydarian and Aqabakee, Kianoush and Abdollahi, Farzaneh},
  booktitle={2023 11th RSI International Conference on Robotics and Mechatronics (ICRoM)},
  pages={265--270},
  year={2023},
  organization={IEEE}
}

rl-sac-carla's People

Contributors

amirhosseinh77 avatar aliansgp avatar kianoushaqabakee avatar

Stargazers

 avatar  avatar Parag Dutta avatar Jamal Aldeen avatar  avatar  avatar Mohadese Rezaei avatar  avatar

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