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causal IJCAI

2023

Guy Azran, Mohamad H. Danesh, Stefano V. Albrecht, Sarah Keren
Contextual Pre-Planning on Reward Machine Abstractions for Enhanced Transfer in Deep Reinforcement Learning
IJCAI Workshop on Planning and Reinforcement Learning, 2023
Abstract | BibTex | arXiv
IJCAI deep-rl causal

@inproceedings{azran2023contextual,
   title={Contextual Pre-Planning on Reward Machine Abstractions for Enhanced Transfer in Deep Reinforcement Learning},
   author={Guy Azran and Mohamad H. Danesh and Stefano V. Albrecht and Sarah Keren},
   booktitle={IJCAI Workshop on Planning and Reinforcement Learning (https://prl-theworkshop.github.io/)},
   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}
}

2017

Stefano V. Albrecht, Subramanian Ramamoorthy
Exploiting Causality for Selective Belief Filtering in Dynamic Bayesian Networks (Extended Abstract)
International Joint Conference on Artificial Intelligence, 2017
Abstract | BibTex | arXiv
IJCAI state-estimation causal

@inproceedings{ albrecht2017causality,
   title = {Exploiting Causality for Selective Belief Filtering in Dynamic {B}ayesian Networks (Extended Abstract)},
   author = {Stefano V. Albrecht and Subramanian Ramamoorthy},
   booktitle = {Proceedings of the 26th International Joint Conference on Artificial Intelligence},
   address = {Melbourne, Australia},
   month = {August},
   year = {2017}
}