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Dr. Bardh Hoxha

Bardh Hoxha

Senior Principal Scientist

Toyota Research Institute of North America (TRINA)

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2025preprint

BR-MPPI: Barrier Rate guided MPPI for Enforcing Multiple Inequality Constraints with Learned Signed Distance Field

Hardik Parwana, Taekyung Kim, Kehan Long, Bardh Hoxha, Hideki Okamoto, Georgios Fainekos, Dimitra Panagou

arXiv:2506.07325, 2025

Topics: Optimal Planning and Safe Control; Learning-based Control and Analysis

Citation

@inproceedings{Parwana25,
  title = {BR-MPPI: Barrier Rate guided MPPI for Enforcing Multiple Inequality Constraints with Learned Signed Distance Field},
  author = {Hardik Parwana and Taekyung Kim and Kehan Long and Bardh Hoxha and Hideki Okamoto and Georgios Fainekos and Dimitra Panagou},
  booktitle = {arXiv:2506.07325, 2025},
  year = {2025},
  url = {https://arxiv.org/pdf/2506.07325},
  keywords = {Optimal Planning and Safe Control, Learning-based Control and Analysis}
}

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