JdeRobot / BehaviorMetrics

Autonomous driving neural network comparison tool
https://jderobot.github.io/BehaviorMetrics/
GNU General Public License v3.0
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Include Behavior Metrics citation in documentation website #679

Closed sergiopaniego closed 7 months ago

sergiopaniego commented 7 months ago

@article{PANIEGO2024101702, title = {Behavior metrics: An open-source assessment tool for autonomous driving tasks}, journal = {SoftwareX}, volume = {26}, pages = {101702}, year = {2024}, issn = {2352-7110}, doi = {https://doi.org/10.1016/j.softx.2024.101702}, url = {https://www.sciencedirect.com/science/article/pii/S2352711024000736}, author = {Sergio Paniego and Roberto Calvo-Palomino and JoséMaría Cañas}, keywords = {Evaluation tool, Autonomous driving, Imitation learning}, abstract = {The development and validation of autonomous driving solutions require testing broadly in simulation. Addressing this requirement, we present Behavior Metrics (BM) for the quantitative and qualitative assessment and comparison of solutions for the main autonomous driving tasks. This software provides two evaluation pipelines, one with a graphical user interface used for qualitative assessment and the other headless for massive and unattended tests and benchmarks. It generates a series of quantitative metrics complementary to the simulator’s, including fine-grained metrics for each particular driving task (lane following, driving in traffic, route navigation, etc.). It provides a deeper and broader understanding of the solutions’ performance and allows their comparison and improvement. It uses and supports state-of-the-art open software such as the reference CARLA simulator, the ROS robotics middleware, PyTorch, and TensorFlow deep learning frameworks. BehaviorMetrics is available open-source for the community.} }

shoaib6174 commented 7 months ago

I would like to work on this issue. Would you please assign this to me?

sergiopaniego commented 7 months ago

Assigned. The idea is to include the citation on the homepage of the website. The website in hosted in GitHub Pages and gh-pages branch

shoaib6174 commented 7 months ago

I have included the citation of the homepage of the website. This issue has been solved. Would you please close it?

sergiopaniego commented 7 months ago

Closed! Thanks for the reminder