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@phdthesis{DBLP:phd/basesearch/Suau24,
  author       = {Miguel Suau},
  title        = {Leveraging Factored State Representations for Enhanced Efficiency
                  in Reinforcement Learning},
  school       = {Delft University of Technology, Netherlands},
  year         = {2024},
  url          = {http://resolver.tudelft.nl/uuid:e19a0363-d9cf-4f33-8936-757c268f27a1},
  doi          = {10.4233/UUID:E19A0363-D9CF-4F33-8936-757C268F27A1},
  timestamp    = {Wed, 24 Jan 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/phd/basesearch/Suau24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/nips/DanieliSCRZ23,
  author       = {Federico Danieli and
                  Miguel Sarabia and
                  Xavier Suau Cuadros and
                  Pau Rodr{\'{\i}}guez and
                  Luca Zappella},
  editor       = {Alice Oh and
                  Tristan Naumann and
                  Amir Globerson and
                  Kate Saenko and
                  Moritz Hardt and
                  Sergey Levine},
  title        = {DeepPCR: Parallelizing Sequential Operations in Neural Networks},
  booktitle    = {Advances in Neural Information Processing Systems 36: Annual Conference
                  on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
                  LA, USA, December 10 - 16, 2023},
  year         = {2023},
  url          = {http://papers.nips.cc/paper\_files/paper/2023/hash/948d8ba4e30c8c3a800cf436b31f376e-Abstract-Conference.html},
  timestamp    = {Fri, 01 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/DanieliSCRZ23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2306-02419,
  author       = {Miguel Suau and
                  Matthijs T. J. Spaan and
                  Frans A. Oliehoek},
  title        = {Bad Habits: Policy Confounding and Out-of-Trajectory Generalization
                  in {RL}},
  journal      = {CoRR},
  volume       = {abs/2306.02419},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2306.02419},
  doi          = {10.48550/ARXIV.2306.02419},
  eprinttype    = {arXiv},
  eprint       = {2306.02419},
  timestamp    = {Tue, 13 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2306-02419.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2309-16318,
  author       = {Federico Danieli and
                  Miguel Sarabia and
                  Xavier Suau and
                  Pau Rodr{\'{\i}}guez and
                  Luca Zappella},
  title        = {DeepPCR: Parallelizing Sequential Operations in Neural Networks},
  journal      = {CoRR},
  volume       = {abs/2309.16318},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2309.16318},
  doi          = {10.48550/ARXIV.2309.16318},
  eprinttype    = {arXiv},
  eprint       = {2309.16318},
  timestamp    = {Tue, 17 Oct 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2309-16318.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/atal/SuauHSO22,
  author       = {Miguel Suau and
                  Jinke He and
                  Matthijs T. J. Spaan and
                  Frans A. Oliehoek},
  editor       = {Piotr Faliszewski and
                  Viviana Mascardi and
                  Catherine Pelachaud and
                  Matthew E. Taylor},
  title        = {Speeding up Deep Reinforcement Learning through Influence-Augmented
                  Local Simulators},
  booktitle    = {21st International Conference on Autonomous Agents and Multiagent
                  Systems, {AAMAS} 2022, Auckland, New Zealand, May 9-13, 2022},
  pages        = {1735--1737},
  publisher    = {International Foundation for Autonomous Agents and Multiagent Systems
                  {(IFAAMAS)}},
  year         = {2022},
  url          = {https://www.ifaamas.org/Proceedings/aamas2022/pdfs/p1735.pdf},
  doi          = {10.5555/3535850.3536093},
  timestamp    = {Mon, 18 Jul 2022 17:13:00 +0200},
  biburl       = {https://dblp.org/rec/conf/atal/SuauHSO22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icml/SuauHSO22,
  author       = {Miguel Suau and
                  Jinke He and
                  Matthijs T. J. Spaan and
                  Frans A. Oliehoek},
  editor       = {Kamalika Chaudhuri and
                  Stefanie Jegelka and
                  Le Song and
                  Csaba Szepesv{\'{a}}ri and
                  Gang Niu and
                  Sivan Sabato},
  title        = {Influence-Augmented Local Simulators: a Scalable Solution for Fast
                  Deep {RL} in Large Networked Systems},
  booktitle    = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
                  2022, Baltimore, Maryland, {USA}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {162},
  pages        = {20604--20624},
  publisher    = {{PMLR}},
  year         = {2022},
  url          = {https://proceedings.mlr.press/v162/suau22a.html},
  timestamp    = {Tue, 12 Jul 2022 17:36:52 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/SuauHSO22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/ijcai/HeSBKO22,
  author       = {Jinke He and
                  Miguel Suau and
                  Hendrik Baier and
                  Michael Kaisers and
                  Frans A. Oliehoek},
  editor       = {Luc De Raedt},
  title        = {Online Planning in POMDPs with Self-Improving Simulators},
  booktitle    = {Proceedings of the Thirty-First International Joint Conference on
                  Artificial Intelligence, {IJCAI} 2022, Vienna, Austria, 23-29 July
                  2022},
  pages        = {4628--4634},
  publisher    = {ijcai.org},
  year         = {2022},
  url          = {https://doi.org/10.24963/ijcai.2022/642},
  doi          = {10.24963/IJCAI.2022/642},
  timestamp    = {Tue, 15 Oct 2024 16:43:28 +0200},
  biburl       = {https://dblp.org/rec/conf/ijcai/HeSBKO22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/nips/SuauHCSO22,
  author       = {Miguel Suau and
                  Jinke He and
                  Mustafa Mert {\c{C}}elikok and
                  Matthijs T. J. Spaan and
                  Frans A. Oliehoek},
  editor       = {Sanmi Koyejo and
                  S. Mohamed and
                  A. Agarwal and
                  Danielle Belgrave and
                  K. Cho and
                  A. Oh},
  title        = {Distributed Influence-Augmented Local Simulators for Parallel {MARL}
                  in Large Networked Systems},
  booktitle    = {Advances in Neural Information Processing Systems 35: Annual Conference
                  on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
                  LA, USA, November 28 - December 9, 2022},
  year         = {2022},
  url          = {http://papers.nips.cc/paper\_files/paper/2022/hash/b5c8c1c117618267944b2617add0a766-Abstract-Conference.html},
  timestamp    = {Mon, 08 Jan 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/SuauHCSO22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2201-11404,
  author       = {Jinke He and
                  Miguel Suau and
                  Hendrik Baier and
                  Michael Kaisers and
                  Frans A. Oliehoek},
  title        = {Online Planning in POMDPs with Self-Improving Simulators},
  journal      = {CoRR},
  volume       = {abs/2201.11404},
  year         = {2022},
  url          = {https://arxiv.org/abs/2201.11404},
  eprinttype    = {arXiv},
  eprint       = {2201.11404},
  timestamp    = {Tue, 01 Feb 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2201-11404.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2202-01534,
  author       = {Miguel Suau and
                  Jinke He and
                  Matthijs T. J. Spaan and
                  Frans A. Oliehoek},
  title        = {Influence-Augmented Local Simulators: {A} Scalable Solution for Fast
                  Deep {RL} in Large Networked Systems},
  journal      = {CoRR},
  volume       = {abs/2202.01534},
  year         = {2022},
  url          = {https://arxiv.org/abs/2202.01534},
  eprinttype    = {arXiv},
  eprint       = {2202.01534},
  timestamp    = {Wed, 09 Feb 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2202-01534.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2207-00288,
  author       = {Miguel Suau and
                  Jinke He and
                  Mustafa Mert {\c{C}}elikok and
                  Matthijs T. J. Spaan and
                  Frans A. Oliehoek},
  title        = {Distributed Influence-Augmented Local Simulators for Parallel {MARL}
                  in Large Networked Systems},
  journal      = {CoRR},
  volume       = {abs/2207.00288},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2207.00288},
  doi          = {10.48550/ARXIV.2207.00288},
  eprinttype    = {arXiv},
  eprint       = {2207.00288},
  timestamp    = {Wed, 06 Jul 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2207-00288.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2111-08587,
  author       = {Miguel Suau and
                  Alexandros Agapitos and
                  David Lynch and
                  Derek Farrell and
                  Mingqi Zhou and
                  Aleksandar Milenovic},
  title        = {Offline Contextual Bandits for Wireless Network Optimization},
  journal      = {CoRR},
  volume       = {abs/2111.08587},
  year         = {2021},
  url          = {https://arxiv.org/abs/2111.08587},
  eprinttype    = {arXiv},
  eprint       = {2111.08587},
  timestamp    = {Mon, 22 Nov 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2111-08587.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/nips/HeSO20,
  author       = {Jinke He and
                  Miguel Suau and
                  Frans A. Oliehoek},
  editor       = {Hugo Larochelle and
                  Marc'Aurelio Ranzato and
                  Raia Hadsell and
                  Maria{-}Florina Balcan and
                  Hsuan{-}Tien Lin},
  title        = {Influence-Augmented Online Planning for Complex Environments},
  booktitle    = {Advances in Neural Information Processing Systems 33: Annual Conference
                  on Neural Information Processing Systems 2020, NeurIPS 2020, December
                  6-12, 2020, virtual},
  year         = {2020},
  url          = {https://proceedings.neurips.cc/paper/2020/hash/2e6d9c6052e99fcdfa61d9b9da273ca2-Abstract.html},
  timestamp    = {Tue, 19 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/HeSO20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2010-11038,
  author       = {Jinke He and
                  Miguel Suau and
                  Frans A. Oliehoek},
  title        = {Influence-Augmented Online Planning for Complex Environments},
  journal      = {CoRR},
  volume       = {abs/2010.11038},
  year         = {2020},
  url          = {https://arxiv.org/abs/2010.11038},
  eprinttype    = {arXiv},
  eprint       = {2010.11038},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2010-11038.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1911-07643,
  author       = {Miguel Suau and
                  Elena Congeduti and
                  Rolf Starre and
                  Aleksander Czechowski and
                  Frans A. Oliehoek},
  title        = {Influence-aware Memory for Deep Reinforcement Learning},
  journal      = {CoRR},
  volume       = {abs/1911.07643},
  year         = {2019},
  url          = {http://arxiv.org/abs/1911.07643},
  eprinttype    = {arXiv},
  eprint       = {1911.07643},
  timestamp    = {Tue, 24 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1911-07643.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/cvpr/EscolanoLBS10,
  author       = {Francisco Escolano and
                  Miguel Angel Lozano and
                  Boyan Bonev and
                  Pablo Suau},
  title        = {Bypass information-theoretic shape similarity from non-rigid points-based
                  alignment},
  booktitle    = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
                  Workshops 2010, San Francisco, CA, USA, 13-18 June, 2010},
  pages        = {37--44},
  publisher    = {{IEEE} Computer Society},
  year         = {2010},
  url          = {https://doi.org/10.1109/CVPRW.2010.5543287},
  doi          = {10.1109/CVPRW.2010.5543287},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cvpr/EscolanoLBS10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ivc/LozanoEBSASC09,
  author       = {Miguel Angel Lozano and
                  Francisco Escolano and
                  Boyan Bonev and
                  Pablo Suau and
                  Wendy Aguilar and
                  Juan Manuel S{\'{a}}ez and
                  Miguel Cazorla},
  title        = {Region and constellations based categorization of images with unsupervised
                  graph learning},
  journal      = {Image Vis. Comput.},
  volume       = {27},
  number       = {7},
  pages        = {960--978},
  year         = {2009},
  url          = {https://doi.org/10.1016/j.imavis.2008.09.011},
  doi          = {10.1016/J.IMAVIS.2008.09.011},
  timestamp    = {Thu, 20 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ivc/LozanoEBSASC09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/gbrpr/BonevELSCA07,
  author       = {Boyan Bonev and
                  Francisco Escolano and
                  Miguel Angel Lozano and
                  Pablo Suau and
                  Miguel Cazorla and
                  Wendy Aguilar},
  editor       = {Francisco Escolano and
                  Mario Vento},
  title        = {Constellations and the Unsupervised Learning of Graphs},
  booktitle    = {Graph-Based Representations in Pattern Recognition, 6th {IAPR-TC-15}
                  International Workshop, GbRPR 2007, Alicante, Spain, June 11-13, 2007,
                  Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {4538},
  pages        = {340--350},
  publisher    = {Springer},
  year         = {2007},
  url          = {https://doi.org/10.1007/978-3-540-72903-7\_31},
  doi          = {10.1007/978-3-540-72903-7\_31},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/gbrpr/BonevELSCA07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iros/EscolanoBSAFSC07,
  author       = {Francisco Escolano and
                  Boyan Bonev and
                  Pablo Suau and
                  Wendy Aguilar and
                  Yann Frauel and
                  Juan Manuel S{\'{a}}ez and
                  Miguel Cazorla},
  title        = {Contextual visual localization: cascaded submap classification, optimized
                  saliency detection, and fast view matching},
  booktitle    = {2007 {IEEE/RSJ} International Conference on Intelligent Robots and
                  Systems, October 29 - November 2, 2007, Sheraton Hotel and Marina,
                  San Diego, California, {USA}},
  pages        = {1715--1722},
  publisher    = {{IEEE}},
  year         = {2007},
  url          = {https://doi.org/10.1109/IROS.2007.4399186},
  doi          = {10.1109/IROS.2007.4399186},
  timestamp    = {Wed, 16 Oct 2019 14:14:51 +0200},
  biburl       = {https://dblp.org/rec/conf/iros/EscolanoBSAFSC07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

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