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CrowdSurfer: Sampling Optimization Augmented with Vector-Quantized Variational AutoEncoder for Dense Crowd Navigation

Naman Kumar*1,   Antareep Singha*1,    Laksh Nanwani*1,   Dhruv Potdar1,   Tarun R.1,
Fatemeh Rastgar2,   Simon Idoko2,    Arun Kumar Singh2,   K. Madhava Krishna1

1Robotics Research Center, IIIT Hyderabad, India    2University Of Tartu, Estonia
*equal contribution

arXiv (1st draft)

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BibTeX

@misc{kumar2024crowdsurfersamplingoptimizationaugmented,
      title={CrowdSurfer: Sampling Optimization Augmented with Vector-Quantized Variational AutoEncoder for Dense Crowd Navigation}, 
      author={Naman Kumar and Antareep Singha and Laksh Nanwani and Dhruv Potdar and Tarun R and Fatemeh Rastgar and Simon Idoko and Arun Kumar Singh and K. Madhava Krishna},
      year={2024},
      eprint={2409.16011},
      archivePrefix={arXiv},
      primaryClass={cs.RO},
      url={https://arxiv.org/abs/2409.16011}, 
}

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