BibTeX records: Guillaume Matheron

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@article{DBLP:journals/corr/abs-2312-08535,
  author       = {Thomas Brilland and
                  Guillaume Matheron and
                  Laetitia Leduc and
                  Yukihide Nakada},
  title        = {Occupancy Detection Based on Electricity Consumption},
  journal      = {CoRR},
  volume       = {abs/2312.08535},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2312.08535},
  doi          = {10.48550/ARXIV.2312.08535},
  eprinttype    = {arXiv},
  eprint       = {2312.08535},
  timestamp    = {Mon, 08 Jan 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2312-08535.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2203-11268,
  author       = {Alexander Belikov and
                  Guillaume Matheron and
                  Johan Sassi},
  title        = {Domain Knowledge Aids in Signal Disaggregation; the Example of the
                  Cumulative Water Heater},
  journal      = {CoRR},
  volume       = {abs/2203.11268},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2203.11268},
  doi          = {10.48550/ARXIV.2203.11268},
  eprinttype    = {arXiv},
  eprint       = {2203.11268},
  timestamp    = {Thu, 21 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2203-11268.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@phdthesis{DBLP:phd/hal/Matheron20,
  author       = {Guillaume Matheron},
  title        = {Integrating motion planning into reinforcement learning to solve hard
                  exploration problems. (Int{\'{e}}grer planification de mouvement
                  et apprentissage par renforcement pour r{\'{e}}soudre des probl{\`{e}}mes
                  difficiles d'exploration)},
  school       = {Sorbonne University, France},
  year         = {2020},
  url          = {https://tel.archives-ouvertes.fr/tel-03409000},
  timestamp    = {Tue, 01 Feb 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/phd/hal/Matheron20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/jfr/OtsuMGTO20,
  author       = {Kyohei Otsu and
                  Guillaume Matheron and
                  Sourish Ghosh and
                  Olivier Toupet and
                  Masahiro Ono},
  title        = {Fast approximate clearance evaluation for rovers with articulated
                  suspension systems},
  journal      = {J. Field Robotics},
  volume       = {37},
  number       = {5},
  pages        = {768--785},
  year         = {2020},
  url          = {https://doi.org/10.1002/rob.21892},
  doi          = {10.1002/ROB.21892},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jfr/OtsuMGTO20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icann/Matheron0S20,
  author       = {Guillaume Matheron and
                  Nicolas Perrin and
                  Olivier Sigaud},
  editor       = {Igor Farkas and
                  Paolo Masulli and
                  Stefan Wermter},
  title        = {{PBCS:} Efficient Exploration and Exploitation Using a Synergy Between
                  Reinforcement Learning and Motion Planning},
  booktitle    = {Artificial Neural Networks and Machine Learning - {ICANN} 2020 - 29th
                  International Conference on Artificial Neural Networks, Bratislava,
                  Slovakia, September 15-18, 2020, Proceedings, Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {12397},
  pages        = {295--307},
  publisher    = {Springer},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-3-030-61616-8\_24},
  doi          = {10.1007/978-3-030-61616-8\_24},
  timestamp    = {Sat, 14 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icann/Matheron0S20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icann/Matheron0S20a,
  author       = {Guillaume Matheron and
                  Nicolas Perrin and
                  Olivier Sigaud},
  editor       = {Igor Farkas and
                  Paolo Masulli and
                  Stefan Wermter},
  title        = {Understanding Failures of Deterministic Actor-Critic with Continuous
                  Action Spaces and Sparse Rewards},
  booktitle    = {Artificial Neural Networks and Machine Learning - {ICANN} 2020 - 29th
                  International Conference on Artificial Neural Networks, Bratislava,
                  Slovakia, September 15-18, 2020, Proceedings, Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {12397},
  pages        = {308--320},
  publisher    = {Springer},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-3-030-61616-8\_25},
  doi          = {10.1007/978-3-030-61616-8\_25},
  timestamp    = {Sat, 14 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icann/Matheron0S20a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2004-11667,
  author       = {Guillaume Matheron and
                  Nicolas Perrin and
                  Olivier Sigaud},
  title        = {{PBCS} : Efficient Exploration and Exploitation Using a Synergy between
                  Reinforcement Learning and Motion Planning},
  journal      = {CoRR},
  volume       = {abs/2004.11667},
  year         = {2020},
  url          = {https://arxiv.org/abs/2004.11667},
  eprinttype    = {arXiv},
  eprint       = {2004.11667},
  timestamp    = {Tue, 28 Apr 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2004-11667.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1911-11679,
  author       = {Guillaume Matheron and
                  Nicolas Perrin and
                  Olivier Sigaud},
  title        = {The problem with {DDPG:} understanding failures in deterministic environments
                  with sparse rewards},
  journal      = {CoRR},
  volume       = {abs/1911.11679},
  year         = {2019},
  url          = {http://arxiv.org/abs/1911.11679},
  eprinttype    = {arXiv},
  eprint       = {1911.11679},
  timestamp    = {Tue, 03 Dec 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1911-11679.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1808-00031,
  author       = {Kyohei Otsu and
                  Guillaume Matheron and
                  Sourish Ghosh and
                  Olivier Toupet and
                  Masahiro Ono},
  title        = {Fast Approximate Clearance Evaluation for Kinematically Constrained
                  Articulated Suspension Systems},
  journal      = {CoRR},
  volume       = {abs/1808.00031},
  year         = {2018},
  url          = {http://arxiv.org/abs/1808.00031},
  eprinttype    = {arXiv},
  eprint       = {1808.00031},
  timestamp    = {Sun, 02 Sep 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1808-00031.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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