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ORCIDBibTeX records: Rein Houthooft
@inproceedings{DBLP:conf/iclr/PlappertHDSC0AA18,
author = {Matthias Plappert and
Rein Houthooft and
Prafulla Dhariwal and
Szymon Sidor and
Richard Y. Chen and
Xi Chen and
Tamim Asfour and
Pieter Abbeel and
Marcin Andrychowicz},
title = {Parameter Space Noise for Exploration},
booktitle = {6th International Conference on Learning Representations, {ICLR} 2018,
Vancouver, BC, Canada, April 30 - May 3, 2018, Conference Track Proceedings},
publisher = {OpenReview.net},
year = {2018},
url = {https://openreview.net/forum?id=ByBAl2eAZ},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/PlappertHDSC0AA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HouthooftCISWHA18,
author = {Rein Houthooft and
Yuhua Chen and
Phillip Isola and
Bradly C. Stadie and
Filip Wolski and
Jonathan Ho and
Pieter Abbeel},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Evolved Policy Gradients},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
on Neural Information Processing Systems 2018, NeurIPS 2018, December
3-8, 2018, Montr{\'{e}}al, Canada},
pages = {5405--5414},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/7876acb66640bad41f1e1371ef30c180-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/HouthooftCISWHA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/StadieYHCDWAS18,
author = {Bradly C. Stadie and
Ge Yang and
Rein Houthooft and
Xi Chen and
Yan Duan and
Yuhuai Wu and
Pieter Abbeel and
Ilya Sutskever},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {The Importance of Sampling inMeta-Reinforcement Learning},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
on Neural Information Processing Systems 2018, NeurIPS 2018, December
3-8, 2018, Montr{\'{e}}al, Canada},
pages = {9300--9310},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/d0f5722f11a0cc839fa2ca6ea49d8585-Abstract.html},
timestamp = {Thu, 19 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/StadieYHCDWAS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-04821,
author = {Rein Houthooft and
Richard Y. Chen and
Phillip Isola and
Bradly C. Stadie and
Filip Wolski and
Jonathan Ho and
Pieter Abbeel},
title = {Evolved Policy Gradients},
journal = {CoRR},
volume = {abs/1802.04821},
year = {2018},
url = {http://arxiv.org/abs/1802.04821},
eprinttype = {arXiv},
eprint = {1802.04821},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-04821.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-01118,
author = {Bradly C. Stadie and
Ge Yang and
Rein Houthooft and
Xi Chen and
Yan Duan and
Yuhuai Wu and
Pieter Abbeel and
Ilya Sutskever},
title = {Some Considerations on Learning to Explore via Meta-Reinforcement
Learning},
journal = {CoRR},
volume = {abs/1803.01118},
year = {2018},
url = {http://arxiv.org/abs/1803.01118},
eprinttype = {arXiv},
eprint = {1803.01118},
timestamp = {Fri, 07 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-01118.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/TangHFSCDSTA17,
author = {Haoran Tang and
Rein Houthooft and
Davis Foote and
Adam Stooke and
Xi Chen and
Yan Duan and
John Schulman and
Filip De Turck and
Pieter Abbeel},
editor = {Isabelle Guyon and
Ulrike von Luxburg and
Samy Bengio and
Hanna M. Wallach and
Rob Fergus and
S. V. N. Vishwanathan and
Roman Garnett},
title = {{\#}Exploration: {A} Study of Count-Based Exploration for Deep Reinforcement
Learning},
booktitle = {Advances in Neural Information Processing Systems 30: Annual Conference
on Neural Information Processing Systems 2017, December 4-9, 2017,
Long Beach, CA, {USA}},
pages = {2753--2762},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/3a20f62a0af1aa152670bab3c602feed-Abstract.html},
timestamp = {Thu, 21 Jan 2021 13:58:27 +0100},
biburl = {https://dblp.org/rec/conf/nips/TangHFSCDSTA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/PlappertHDSCCAA17,
author = {Matthias Plappert and
Rein Houthooft and
Prafulla Dhariwal and
Szymon Sidor and
Richard Y. Chen and
Xi Chen and
Tamim Asfour and
Pieter Abbeel and
Marcin Andrychowicz},
title = {Parameter Space Noise for Exploration},
journal = {CoRR},
volume = {abs/1706.01905},
year = {2017},
url = {http://arxiv.org/abs/1706.01905},
eprinttype = {arXiv},
eprint = {1706.01905},
timestamp = {Mon, 03 Sep 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/PlappertHDSCCAA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cmmm/RuyssinckHHOCGC16,
author = {Joeri Ruyssinck and
Joachim van der Herten and
Rein Houthooft and
Femke Ongenae and
Ivo Couckuyt and
Bram Gadeyne and
Kirsten Colpaert and
Johan Decruyenaere and
Filip De Turck and
Tom Dhaene},
title = {Random Survival Forests for Predicting the Bed Occupancy in the Intensive
Care Unit},
journal = {Comput. Math. Methods Medicine},
volume = {2016},
pages = {7087053:1--7087053:7},
year = {2016},
url = {https://doi.org/10.1155/2016/7087053},
doi = {10.1155/2016/7087053},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cmmm/RuyssinckHHOCGC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/HouthooftT16,
author = {Rein Houthooft and
Filip De Turck},
title = {Integrated inference and learning of neural factors in structural
support vector machines},
journal = {Pattern Recognit.},
volume = {59},
pages = {292--301},
year = {2016},
url = {https://doi.org/10.1016/j.patcog.2016.03.014},
doi = {10.1016/J.PATCOG.2016.03.014},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pr/HouthooftT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/HouthooftBVOT16,
author = {Rein Houthooft and
Cedric De Boom and
Stijn Verstichel and
Femke Ongenae and
Filip De Turck},
editor = {Dale Schuurmans and
Michael P. Wellman},
title = {Structured Output Prediction for Semantic Perception in Autonomous
Vehicles},
booktitle = {Proceedings of the Thirtieth {AAAI} Conference on Artificial Intelligence,
February 12-17, 2016, Phoenix, Arizona, {USA}},
pages = {3509--3515},
publisher = {{AAAI} Press},
year = {2016},
url = {https://doi.org/10.1609/aaai.v30i1.10447},
doi = {10.1609/AAAI.V30I1.10447},
timestamp = {Mon, 04 Sep 2023 15:08:28 +0200},
biburl = {https://dblp.org/rec/conf/aaai/HouthooftBVOT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DuanCHSA16,
author = {Yan Duan and
Xi Chen and
Rein Houthooft and
John Schulman and
Pieter Abbeel},
editor = {Maria{-}Florina Balcan and
Kilian Q. Weinberger},
title = {Benchmarking Deep Reinforcement Learning for Continuous Control},
booktitle = {Proceedings of the 33nd International Conference on Machine Learning,
{ICML} 2016, New York City, NY, USA, June 19-24, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {48},
pages = {1329--1338},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v48/duan16.html},
timestamp = {Wed, 29 May 2019 08:41:46 +0200},
biburl = {https://dblp.org/rec/conf/icml/DuanCHSA16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HouthooftCCDSTA16,
author = {Rein Houthooft and
Xi Chen and
Yan Duan and
John Schulman and
Filip De Turck and
Pieter Abbeel},
editor = {Daniel D. Lee and
Masashi Sugiyama and
Ulrike von Luxburg and
Isabelle Guyon and
Roman Garnett},
title = {{VIME:} Variational Information Maximizing Exploration},
booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference
on Neural Information Processing Systems 2016, December 5-10, 2016,
Barcelona, Spain},
pages = {1109--1117},
year = {2016},
url = {https://proceedings.neurips.cc/paper/2016/hash/abd815286ba1007abfbb8415b83ae2cf-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/HouthooftCCDSTA16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ChenCDHSSA16,
author = {Xi Chen and
Yan Duan and
Rein Houthooft and
John Schulman and
Ilya Sutskever and
Pieter Abbeel},
editor = {Daniel D. Lee and
Masashi Sugiyama and
Ulrike von Luxburg and
Isabelle Guyon and
Roman Garnett},
title = {InfoGAN: Interpretable Representation Learning by Information Maximizing
Generative Adversarial Nets},
booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference
on Neural Information Processing Systems 2016, December 5-10, 2016,
Barcelona, Spain},
pages = {2172--2180},
year = {2016},
url = {https://proceedings.neurips.cc/paper/2016/hash/7c9d0b1f96aebd7b5eca8c3edaa19ebb-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ChenCDHSSA16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DuanCHSA16,
author = {Yan Duan and
Xi Chen and
Rein Houthooft and
John Schulman and
Pieter Abbeel},
title = {Benchmarking Deep Reinforcement Learning for Continuous Control},
journal = {CoRR},
volume = {abs/1604.06778},
year = {2016},
url = {http://arxiv.org/abs/1604.06778},
eprinttype = {arXiv},
eprint = {1604.06778},
timestamp = {Mon, 03 Sep 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/DuanCHSA16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HouthooftCDSTA16,
author = {Rein Houthooft and
Xi Chen and
Yan Duan and
John Schulman and
Filip De Turck and
Pieter Abbeel},
title = {Curiosity-driven Exploration in Deep Reinforcement Learning via Bayesian
Neural Networks},
journal = {CoRR},
volume = {abs/1605.09674},
year = {2016},
url = {http://arxiv.org/abs/1605.09674},
eprinttype = {arXiv},
eprint = {1605.09674},
timestamp = {Mon, 03 Sep 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HouthooftCDSTA16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ChenDHSSA16,
author = {Xi Chen and
Yan Duan and
Rein Houthooft and
John Schulman and
Ilya Sutskever and
Pieter Abbeel},
title = {InfoGAN: Interpretable Representation Learning by Information Maximizing
Generative Adversarial Nets},
journal = {CoRR},
volume = {abs/1606.03657},
year = {2016},
url = {http://arxiv.org/abs/1606.03657},
eprinttype = {arXiv},
eprint = {1606.03657},
timestamp = {Mon, 03 Sep 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ChenDHSSA16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/TangHFSCDSTA16,
author = {Haoran Tang and
Rein Houthooft and
Davis Foote and
Adam Stooke and
Xi Chen and
Yan Duan and
John Schulman and
Filip De Turck and
Pieter Abbeel},
title = {{\#}Exploration: {A} Study of Count-Based Exploration for Deep Reinforcement
Learning},
journal = {CoRR},
volume = {abs/1611.04717},
year = {2016},
url = {http://arxiv.org/abs/1611.04717},
eprinttype = {arXiv},
eprint = {1611.04717},
timestamp = {Mon, 03 Sep 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/TangHFSCDSTA16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/artmed/HouthooftRHSCGO15,
author = {Rein Houthooft and
Joeri Ruyssinck and
Joachim van der Herten and
Sean Stijven and
Ivo Couckuyt and
Bram Gadeyne and
Femke Ongenae and
Kirsten Colpaert and
Johan Decruyenaere and
Tom Dhaene and
Filip De Turck},
title = {Predictive modelling of survival and length of stay in critically
ill patients using sequential organ failure scores},
journal = {Artif. Intell. Medicine},
volume = {63},
number = {3},
pages = {191--207},
year = {2015},
url = {https://doi.org/10.1016/j.artmed.2014.12.009},
doi = {10.1016/J.ARTMED.2014.12.009},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/artmed/HouthooftRHSCGO15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/networks/HouthooftSTTCP15,
author = {Rein Houthooft and
Sahel Sahhaf and
Wouter Tavernier and
Filip De Turck and
Didier Colle and
Mario Pickavet},
title = {Optimizing robustness in geometric routing via embedding redundancy
and regeneration},
journal = {Networks},
volume = {66},
number = {4},
pages = {320--334},
year = {2015},
url = {https://doi.org/10.1002/net.21630},
doi = {10.1002/NET.21630},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/networks/HouthooftSTTCP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/infocom/HouthooftSTTCP15,
author = {Rein Houthooft and
Sahel Sahhaf and
Wouter Tavernier and
Filip De Turck and
Didier Colle and
Mario Pickavet},
title = {Robust geometric forest routing with tunable load balancing},
booktitle = {2015 {IEEE} Conference on Computer Communications, {INFOCOM} 2015,
Kowloon, Hong Kong, April 26 - May 1, 2015},
pages = {1382--1390},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/INFOCOM.2015.7218515},
doi = {10.1109/INFOCOM.2015.7218515},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/infocom/HouthooftSTTCP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HouthooftT15,
author = {Rein Houthooft and
Filip De Turck},
title = {Integrated Inference and Learning of Neural Factors in Structural
Support Vector Machines},
journal = {CoRR},
volume = {abs/1508.00451},
year = {2015},
url = {http://arxiv.org/abs/1508.00451},
eprinttype = {arXiv},
eprint = {1508.00451},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HouthooftT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/noms/BackereHHHZVDT14,
author = {Femke De Backere and
Brecht Hanssens and
Ruben Heynssens and
Rein Houthooft and
Alexander Zuliani and
Stijn Verstichel and
Bart Dhoedt and
Filip De Turck},
title = {Design of a security mechanism for RESTful Web Service communication
through mobile clients},
booktitle = {2014 {IEEE} Network Operations and Management Symposium, {NOMS} 2014,
Krakow, Poland, May 5-9, 2014},
pages = {1--6},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/NOMS.2014.6838308},
doi = {10.1109/NOMS.2014.6838308},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/noms/BackereHHHZVDT14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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