Towards Robust Trajectory Representations: Isolating Environmental Confounders with Causal Learning

This is a PyTorch implementation of the trajectory modeling framework based on causal learning (TrajCL), IJCAI-24

arXiv link

@inproceedings{ijcai2024p248,
  title     = {Towards Robust Trajectory Representations: Isolating Environmental Confounders with Causal Learning},
  author    = {Luo, Kang and Zhu, Yuanshao and Chen, Wei and Wang, Kun and Zhou, Zhengyang and Ruan, Sijie and Liang, Yuxuan},
  booktitle = {Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, {IJCAI-24}},
  publisher = {International Joint Conferences on Artificial Intelligence Organization},
  editor    = {Kate Larson},
  pages     = {2243--2251},
  year      = {2024},
  month     = {8},
  note      = {Main Track},
  doi       = {10.24963/ijcai.2024/248},
  url       = {https://doi.org/10.24963/ijcai.2024/248},
}