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Balint-Gyevnar causal

2025

Balint Gyevnar, Stephanie Droop, Tadeg Quillien, Shay B. Cohen, Neil R. Bramley, Christopher G. Lucas, Stefano V. Albrecht
People Attribute Purpose to Autonomous Vehicles When Explaining Their Behavior: Insights from Cognitive Science for Explainable AI
Conference on Human Factors in Computing Systems, 2025
Abstract | BibTex | arXiv | Code
CHI autonomous-driving causal explainable-ai

@inproceedings{gyevnar2025attribute,
   title = {People Attribute Purpose to Autonomous Vehicles When Explaining Their Behavior: Insights from Cognitive Science for Explainable AI},
   author = {Gyevnar, Balint and Droop, Stephanie and Quillien, Tadeg and Cohen, Shay B. and Bramley, Neil R. and Lucas, Christopher G. and Albrecht, Stefano V.},
   year = {2025},
   publisher = {Association for Computing Machinery},
   booktitle = {Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems},
   url = {https://arxiv.org/abs/2403.08828},
   doi={10.1145/3706598.3713509}
}

2024

Balint Gyevnar, Cheng Wang, Christopher G. Lucas, Shay B. Cohen, Stefano V. Albrecht
Causal Explanations for Sequential Decision-Making in Multi-Agent Systems
International Conference on Autonomous Agents and Multi-Agent Systems, 2024
Abstract | BibTex | arXiv | Code | Dataset
AAMAS explainable-ai autonomous-driving causal

@inproceedings{gyevnar2024cema,
   title={Causal Explanations for Sequential Decision-Making in Multi-Agent Systems},
   author={Balint Gyevnar and Cheng Wang and Christopher G. Lucas and Shay B. Cohen and Stefano V. Albrecht},
   booktitle = {Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems},
   year={2024}
}

2023

Balint Gyevnar, Cheng Wang, Christopher G. Lucas, Shay B. Cohen, Stefano V. Albrecht
Causal Social Explanations for Stochastic Sequential Multi-Agent Decision-Making
AAMAS Workshop on Explainable and Transparent AI and Multi-Agent Systems, 2023
Abstract | BibTex | arXiv | Code
AAMAS autonomous-driving explainable-ai causal

@inproceedings{gyevnar2023causal,
   title={Causal Social Explanations for Stochastic Sequential Multi-Agent Decision-Making},
   author={Balint Gyevnar and Cheng Wang and Christopher G. Lucas and Shay B. Cohen and Stefano V. Albrecht},
   booktitle={5th International Workshop on EXplainable and TRAnsparent AI and Multi-Agent Systems},
   year={2023}
}

2022

Balint Gyevnar, Massimiliano Tamborski, Cheng Wang, Christopher G. Lucas, Shay B. Cohen, Stefano V. Albrecht
A Human-Centric Method for Generating Causal Explanations in Natural Language for Autonomous Vehicle Motion Planning
IJCAI Workshop on Artificial Intelligence for Autonomous Driving, 2022
Abstract | BibTex | arXiv | Code
IJCAI autonomous-driving explainable-ai causal

@inproceedings{gyevnar2022humancentric,
   title={A Human-Centric Method for Generating Causal Explanations in Natural Language for Autonomous Vehicle Motion Planning},
   author={Balint Gyevnar and Massimiliano Tamborski and Cheng Wang and Christopher G. Lucas and Shay B. Cohen and Stefano V. Albrecht},
   booktitle={IJCAI Workshop on Artificial Intelligence for Autonomous Driving},
   year={2022}
}