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ORCIDBibTeX records: Antoine Fagette
@article{DBLP:journals/nca/IslamDGDMAFGT25,
author = {Md. Saiful Islam and
Srijita Das and
Sai Krishna Gottipati and
William Duguay and
Clodric Mars and
Jalal Arabneydi and
Antoine Fagette and
Matthew Guzdial and
Matthew E. Taylor},
title = {Human-AI collaboration in real-world complex environment with reinforcement
learning},
journal = {Neural Comput. Appl.},
volume = {37},
number = {23},
pages = {18957--18987},
year = {2025},
url = {https://doi.org/10.1007/s00521-025-11288-1},
doi = {10.1007/S00521-025-11288-1},
timestamp = {Sun, 17 Aug 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nca/IslamDGDMAFGT25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2504-17006,
author = {Jalal Arabneydi and
Md. Saiful Islam and
Srijita Das and
Sai Krishna Gottipati and
William Duguay and
Clod{\'{e}}ric Mars and
Matthew E. Taylor and
Matthew Guzdial and
Antoine Fagette and
Younes Zerouali},
title = {A Systematic Approach to Design Real-World Human-in-the-Loop Deep
Reinforcement Learning: Salient Features, Challenges and Trade-offs},
journal = {CoRR},
volume = {abs/2504.17006},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2504.17006},
doi = {10.48550/ARXIV.2504.17006},
eprinttype = {arXiv},
eprint = {2504.17006},
timestamp = {Sun, 17 Aug 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2504-17006.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ar/HabibPBFGB24,
author = {Yassine Habib and
Panagiotis Papadakis and
C{\'{e}}dric Le Barz and
Antoine Fagette and
Tiago Gon{\c{c}}alves and
C{\'{e}}dric Buche},
title = {Real-time, dense {UAV} mapping by leveraging monocular depth prediction
with monocular-inertial {SLAM}},
journal = {Adv. Robotics},
volume = {38},
number = {21},
pages = {1555--1566},
year = {2024},
url = {https://doi.org/10.1080/01691864.2024.2415084},
doi = {10.1080/01691864.2024.2415084},
timestamp = {Sat, 30 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ar/HabibPBFGB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ichms/PaulLSTF24,
author = {Tanya S. Paul and
Daniel Lafond and
Filipe Carvalhais Sanches and
Jean{-}S{\'{e}}bastien Thivierge and
Antoine Fagette},
title = {{AI} Agents Learning Human Decision Policies for Collaborative Situation
Assessment in {NORAD} {C2} Operations},
booktitle = {4th {IEEE} International Conference on Human-Machine Systems, {ICHMS}
2024, Toronto, ON, Canada, May 15-17, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/ICHMS59971.2024.10555797},
doi = {10.1109/ICHMS59971.2024.10555797},
timestamp = {Thu, 27 Jun 2024 16:32:23 +0200},
biburl = {https://dblp.org/rec/conf/ichms/PaulLSTF24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/LopezYepezFDS24,
author = {Junior Samuel L{\'{o}}pez{-}Y{\'{e}}pez and
Antoine Fagette and
Charles Dansereau and
Filipe Carvalhais Sanches},
editor = {M. Arif Wani and
Plamen Angelov and
Feng Luo and
Mitsunori Ogihara and
Xintao Wu and
Radu{-}Emil Precup and
Ramin Ramezani and
Xiaowei Gu},
title = {Leveraging A* Pathfinding for Efficient Deep Reinforcement Learning
in Obstacle-Dense Environments},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2024, Miami, FL, USA, December 18-20, 2024},
pages = {41--46},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/ICMLA61862.2024.00012},
doi = {10.1109/ICMLA61862.2024.00012},
timestamp = {Thu, 24 Apr 2025 13:40:05 +0200},
biburl = {https://dblp.org/rec/conf/icmla/LopezYepezFDS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icara/HabibPBFGB23,
author = {Yassine Habib and
Panagiotis Papadakis and
C{\'{e}}dric Le Barz and
Antoine Fagette and
Tiago Gon{\c{c}}alves and
C{\'{e}}dric Buche},
title = {Densifying {SLAM} for {UAV} Navigation by Fusion of Monocular Depth
Prediction},
booktitle = {9th International Conference on Automation, Robotics and Applications,
{ICARA} 2023, Abu Dhabi, United Arab Emirates, February 10-12, 2023},
pages = {225--229},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICARA56516.2023.10125712},
doi = {10.1109/ICARA56516.2023.10125712},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icara/HabibPBFGB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-15160,
author = {Md. Saiful Islam and
Srijita Das and
Sai Krishna Gottipati and
William Duguay and
Clod{\'{e}}ric Mars and
Jalal Arabneydi and
Antoine Fagette and
Matthew Guzdial and
Matthew E. Taylor},
title = {Human-AI Collaboration in Real-World Complex Environment with Reinforcement
Learning},
journal = {CoRR},
volume = {abs/2312.15160},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.15160},
doi = {10.48550/ARXIV.2312.15160},
eprinttype = {arXiv},
eprint = {2312.15160},
timestamp = {Mon, 18 Aug 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-15160.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssci/LopezYepezF22,
author = {Junior Samuel L{\'{o}}pez{-}Y{\'{e}}pez and
Antoine Fagette},
editor = {Hisao Ishibuchi and
Chee{-}Keong Kwoh and
Ah{-}Hwee Tan and
Dipti Srinivasan and
Chunyan Miao and
Anupam Trivedi and
Keeley A. Crockett},
title = {Increasing attacker engagement on {SSH} honeypots using semantic embeddings
of cyber-attack patterns and deep reinforcement learning},
booktitle = {{IEEE} Symposium Series on Computational Intelligence, {SSCI} 2022,
Singapore, December 4-7, 2022},
pages = {389--395},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/SSCI51031.2022.10022206},
doi = {10.1109/SSCI51031.2022.10022206},
timestamp = {Fri, 10 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ssci/LopezYepezF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fusion/SeuteRF20,
author = {Hugo Seut{\'{e}} and
Laurent Ratton and
Antoine Fagette},
title = {Passive sensor planning for {TDOA/FDOA} geolocation under communication
constraints},
booktitle = {{IEEE} 23rd International Conference on Information Fusion, {FUSION}
2020, Rustenburg, South Africa, July 6-9, 2020},
pages = {1--8},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.23919/FUSION45008.2020.9190509},
doi = {10.23919/FUSION45008.2020.9190509},
timestamp = {Tue, 22 Sep 2020 11:00:03 +0200},
biburl = {https://dblp.org/rec/conf/fusion/SeuteRF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/itsc/WangFSS19,
author = {Xudong Wang and
Antoine Fagette and
Pascal Sartelet and
Lijun Sun},
title = {A Probabilistic Tensor Factorization Approach to Detect Anomalies
in Spatiotemporal Traffic Activities},
booktitle = {2019 {IEEE} Intelligent Transportation Systems Conference, {ITSC}
2019, Auckland, New Zealand, October 27-30, 2019},
pages = {1658--1663},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ITSC.2019.8917169},
doi = {10.1109/ITSC.2019.8917169},
timestamp = {Sun, 25 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/itsc/WangFSS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsc/ChenTFC17,
author = {Di Chen and
Gary S. H. Tan and
Antoine Fagette and
Stephen Chai},
title = {Simulating crowd motion using density estimation and optical flow},
booktitle = {2017 Winter Simulation Conference, {WSC} 2017, Las Vegas, NV, USA,
December 3-6, 2017},
pages = {1169--1180},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/WSC.2017.8247864},
doi = {10.1109/WSC.2017.8247864},
timestamp = {Wed, 16 Oct 2019 14:14:56 +0200},
biburl = {https://dblp.org/rec/conf/wsc/ChenTFC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/csdm/ChewANTTLF16,
author = {Stephen Chai Kheh Chew and
Mohd. Faisal Bin Zainal Abiden and
Hui Min Ng and
Shawn Thian and
Sidney Tio and
Serge Landry and
Antoine Fagette},
editor = {Michel{-}Alexandre Cardin and
Saik Hay Fong and
Daniel Krob and
Pao Chuen Lui and
Yang How Tan},
title = {Using Social Sciences to Enhance the Realism of Simulation for Complex
Urban Environments},
booktitle = {Complex Systems Design {\&} Management Asia - Smart Nations -
Sustaining and Designing: Proceedings of the Second Asia-Pacific Conference
on Complex Systems Design {\&} Management, CSD{\&}M Asia 2016,
Singapore, February 24-26, 2016},
series = {Advances in Intelligent Systems and Computing},
volume = {426},
pages = {235--246},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-29643-2\_18},
doi = {10.1007/978-3-319-29643-2\_18},
timestamp = {Sat, 05 Sep 2020 18:06:50 +0200},
biburl = {https://dblp.org/rec/conf/csdm/ChewANTTLF16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/FagetteCRD14,
author = {Antoine Fagette and
Nicolas Courty and
Daniel Racoceanu and
Jean{-}Yves Dufour},
title = {Unsupervised dense crowd detection by multiscale texture analysis},
journal = {Pattern Recognit. Lett.},
volume = {44},
pages = {126--133},
year = {2014},
url = {https://doi.org/10.1016/j.patrec.2013.09.020},
doi = {10.1016/J.PATREC.2013.09.020},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/prl/FagetteCRD14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpram/JametCFDR14,
author = {Patrick Jamet and
Stephen Chai Kheh Chew and
Antoine Fagette and
Jean{-}Yves Dufour and
Daniel Racoceanu},
editor = {Ana L. N. Fred and
Maria De Marsico and
Antoine Tabbone},
title = {Statistically Representative Cloud of Particles for Crowd Flow Tracking},
booktitle = {Pattern Recognition Applications and Methods - Third International
Conference, {ICPRAM} 2014, Angers, France, March 6-8, 2014, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {9443},
pages = {237--251},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-25530-9\_16},
doi = {10.1007/978-3-319-25530-9\_16},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icpram/JametCFDR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpram/FagetteJRD14,
author = {Antoine Fagette and
Patrick Jamet and
Daniel Racoceanu and
Jean{-}Yves Dufour},
editor = {Maria De Marsico and
Antoine Tabbone and
Ana L. N. Fred},
title = {Particle Video for Crowd Flow Tracking - Entry-Exit Area and Dynamic
Occlusion Detection},
booktitle = {{ICPRAM} 2014 - Proceedings of the 3rd International Conference on
Pattern Recognition Applications and Methods, ESEO, Angers, Loire
Valley, France, 6-8 March, 2014},
pages = {445--452},
publisher = {SciTePress},
year = {2014},
url = {https://doi.org/10.5220/0004827604450452},
doi = {10.5220/0004827604450452},
timestamp = {Tue, 23 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icpram/FagetteJRD14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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