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ORCIDBibTeX records: Daan Wierstra
@inproceedings{DBLP:conf/nips/MottZCWR19,
author = {Alexander Mott and
Daniel Zoran and
Mike Chrzanowski and
Daan Wierstra and
Danilo Jimenez Rezende},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Towards Interpretable Reinforcement Learning Using Attention Augmented
Agents},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {12329--12338},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/e9510081ac30ffa83f10b68cde1cac07-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/MottZCWR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-02500,
author = {Alex Mott and
Daniel Zoran and
Mike Chrzanowski and
Daan Wierstra and
Danilo J. Rezende},
title = {Towards Interpretable Reinforcement Learning Using Attention Augmented
Agents},
journal = {CoRR},
volume = {abs/1906.02500},
year = {2019},
url = {http://arxiv.org/abs/1906.02500},
eprinttype = {arXiv},
eprint = {1906.02500},
timestamp = {Thu, 13 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-02500.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GuezWASVWMS18,
author = {Arthur Guez and
Theophane Weber and
Ioannis Antonoglou and
Karen Simonyan and
Oriol Vinyals and
Daan Wierstra and
R{\'{e}}mi Munos and
David Silver},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {Learning to Search with MCTSnets},
booktitle = {Proceedings of the 35th International Conference on Machine Learning,
{ICML} 2018, Stockholmsm{\"{a}}ssan, Stockholm, Sweden, July
10-15, 2018},
series = {Proceedings of Machine Learning Research},
volume = {80},
pages = {1817--1826},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/guez18a.html},
timestamp = {Wed, 03 Apr 2019 18:17:30 +0200},
biburl = {https://dblp.org/rec/conf/icml/GuezWASVWMS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SantoroFRRCWWVP18,
author = {Adam Santoro and
Ryan Faulkner and
David Raposo and
Jack W. Rae and
Mike Chrzanowski and
Theophane Weber and
Daan Wierstra and
Oriol Vinyals and
Razvan Pascanu and
Timothy P. Lillicrap},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Relational recurrent neural networks},
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 = {7310--7321},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/e2eabaf96372e20a9e3d4b5f83723a61-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/SantoroFRRCWWVP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-03006,
author = {Lars Buesing and
Theophane Weber and
S{\'{e}}bastien Racani{\`{e}}re and
S. M. Ali Eslami and
Danilo Jimenez Rezende and
David P. Reichert and
Fabio Viola and
Frederic Besse and
Karol Gregor and
Demis Hassabis and
Daan Wierstra},
title = {Learning and Querying Fast Generative Models for Reinforcement Learning},
journal = {CoRR},
volume = {abs/1802.03006},
year = {2018},
url = {http://arxiv.org/abs/1802.03006},
eprinttype = {arXiv},
eprint = {1802.03006},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-03006.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-04697,
author = {Arthur Guez and
Th{\'{e}}ophane Weber and
Ioannis Antonoglou and
Karen Simonyan and
Oriol Vinyals and
Daan Wierstra and
R{\'{e}}mi Munos and
David Silver},
title = {Learning to Search with MCTSnets},
journal = {CoRR},
volume = {abs/1802.04697},
year = {2018},
url = {http://arxiv.org/abs/1802.04697},
eprinttype = {arXiv},
eprint = {1802.04697},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-04697.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-01261,
author = {Peter W. Battaglia and
Jessica B. Hamrick and
Victor Bapst and
Alvaro Sanchez{-}Gonzalez and
Vin{\'{\i}}cius Flores Zambaldi and
Mateusz Malinowski and
Andrea Tacchetti and
David Raposo and
Adam Santoro and
Ryan Faulkner and
{\c{C}}aglar G{\"{u}}l{\c{c}}ehre and
H. Francis Song and
Andrew J. Ballard and
Justin Gilmer and
George E. Dahl and
Ashish Vaswani and
Kelsey R. Allen and
Charles Nash and
Victoria Langston and
Chris Dyer and
Nicolas Heess and
Daan Wierstra and
Pushmeet Kohli and
Matthew M. Botvinick and
Oriol Vinyals and
Yujia Li and
Razvan Pascanu},
title = {Relational inductive biases, deep learning, and graph networks},
journal = {CoRR},
volume = {abs/1806.01261},
year = {2018},
url = {http://arxiv.org/abs/1806.01261},
eprinttype = {arXiv},
eprint = {1806.01261},
timestamp = {Sat, 02 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-01261.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-01822,
author = {Adam Santoro and
Ryan Faulkner and
David Raposo and
Jack W. Rae and
Mike Chrzanowski and
Theophane Weber and
Daan Wierstra and
Oriol Vinyals and
Razvan Pascanu and
Timothy P. Lillicrap},
title = {Relational recurrent neural networks},
journal = {CoRR},
volume = {abs/1806.01822},
year = {2018},
url = {http://arxiv.org/abs/1806.01822},
eprinttype = {arXiv},
eprint = {1806.01822},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-01822.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ChiappaRWM17,
author = {Silvia Chiappa and
S{\'{e}}bastien Racani{\`{e}}re and
Daan Wierstra and
Shakir Mohamed},
title = {Recurrent Environment Simulators},
booktitle = {5th International Conference on Learning Representations, {ICLR} 2017,
Toulon, France, April 24-26, 2017, Conference Track Proceedings},
publisher = {OpenReview.net},
year = {2017},
url = {https://openreview.net/forum?id=B1s6xvqlx},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ChiappaRWM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/GregorRW17,
author = {Karol Gregor and
Danilo Jimenez Rezende and
Daan Wierstra},
title = {Variational Intrinsic Control},
booktitle = {5th International Conference on Learning Representations, {ICLR} 2017,
Toulon, France, April 24-26, 2017, Workshop Track Proceedings},
publisher = {OpenReview.net},
year = {2017},
url = {https://openreview.net/forum?id=Skc-Fo4Yg},
timestamp = {Thu, 04 Apr 2019 13:20:08 +0200},
biburl = {https://dblp.org/rec/conf/iclr/GregorRW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PritzelUSBVHWB17,
author = {Alexander Pritzel and
Benigno Uria and
Sriram Srinivasan and
Adri{\`{a}} Puigdom{\`{e}}nech Badia and
Oriol Vinyals and
Demis Hassabis and
Daan Wierstra and
Charles Blundell},
editor = {Doina Precup and
Yee Whye Teh},
title = {Neural Episodic Control},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {2827--2836},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/pritzel17a.html},
timestamp = {Fri, 04 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/PritzelUSBVHWB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/RacaniereWRBGRB17,
author = {S{\'{e}}bastien Racani{\`{e}}re and
Theophane Weber and
David P. Reichert and
Lars Buesing and
Arthur Guez and
Danilo Jimenez Rezende and
Adri{\`{a}} Puigdom{\`{e}}nech Badia and
Oriol Vinyals and
Nicolas Heess and
Yujia Li and
Razvan Pascanu and
Peter W. Battaglia and
Demis Hassabis and
David Silver and
Daan Wierstra},
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 = {Imagination-Augmented Agents 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 = {5690--5701},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/9e82757e9a1c12cb710ad680db11f6f1-Abstract.html},
timestamp = {Sat, 02 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/RacaniereWRBGRB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/FernandoBBZHRPW17,
author = {Chrisantha Fernando and
Dylan Banarse and
Charles Blundell and
Yori Zwols and
David Ha and
Andrei A. Rusu and
Alexander Pritzel and
Daan Wierstra},
title = {PathNet: Evolution Channels Gradient Descent in Super Neural Networks},
journal = {CoRR},
volume = {abs/1701.08734},
year = {2017},
url = {http://arxiv.org/abs/1701.08734},
eprinttype = {arXiv},
eprint = {1701.08734},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/FernandoBBZHRPW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/PritzelUSBVHWB17,
author = {Alexander Pritzel and
Benigno Uria and
Sriram Srinivasan and
Adri{\`{a}} Puigdom{\`{e}}nech Badia and
Oriol Vinyals and
Demis Hassabis and
Daan Wierstra and
Charles Blundell},
title = {Neural Episodic Control},
journal = {CoRR},
volume = {abs/1703.01988},
year = {2017},
url = {http://arxiv.org/abs/1703.01988},
eprinttype = {arXiv},
eprint = {1703.01988},
timestamp = {Fri, 04 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/PritzelUSBVHWB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ChiappaRWM17,
author = {Silvia Chiappa and
S{\'{e}}bastien Racani{\`{e}}re and
Daan Wierstra and
Shakir Mohamed},
title = {Recurrent Environment Simulators},
journal = {CoRR},
volume = {abs/1704.02254},
year = {2017},
url = {http://arxiv.org/abs/1704.02254},
eprinttype = {arXiv},
eprint = {1704.02254},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ChiappaRWM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DanihelkaLUWD17,
author = {Ivo Danihelka and
Balaji Lakshminarayanan and
Benigno Uria and
Daan Wierstra and
Peter Dayan},
title = {Comparison of Maximum Likelihood and GAN-based training of Real NVPs},
journal = {CoRR},
volume = {abs/1705.05263},
year = {2017},
url = {http://arxiv.org/abs/1705.05263},
eprinttype = {arXiv},
eprint = {1705.05263},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/DanihelkaLUWD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/PascanuLVHBRRWW17,
author = {Razvan Pascanu and
Yujia Li and
Oriol Vinyals and
Nicolas Heess and
Lars Buesing and
S{\'{e}}bastien Racani{\`{e}}re and
David P. Reichert and
Theophane Weber and
Daan Wierstra and
Peter W. Battaglia},
title = {Learning model-based planning from scratch},
journal = {CoRR},
volume = {abs/1707.06170},
year = {2017},
url = {http://arxiv.org/abs/1707.06170},
eprinttype = {arXiv},
eprint = {1707.06170},
timestamp = {Sat, 02 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/PascanuLVHBRRWW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WeberRRBGRBVHLP17,
author = {Theophane Weber and
S{\'{e}}bastien Racani{\`{e}}re and
David P. Reichert and
Lars Buesing and
Arthur Guez and
Danilo Jimenez Rezende and
Adri{\`{a}} Puigdom{\`{e}}nech Badia and
Oriol Vinyals and
Nicolas Heess and
Yujia Li and
Razvan Pascanu and
Peter W. Battaglia and
David Silver and
Daan Wierstra},
title = {Imagination-Augmented Agents for Deep Reinforcement Learning},
journal = {CoRR},
volume = {abs/1707.06203},
year = {2017},
url = {http://arxiv.org/abs/1707.06203},
eprinttype = {arXiv},
eprint = {1707.06203},
timestamp = {Sat, 02 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/WeberRRBGRBVHLP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-08378,
author = {Matthew M. Botvinick and
David G. T. Barrett and
Peter W. Battaglia and
Nando de Freitas and
Dharshan Kumaran and
Joel Z. Leibo and
Tim Lillicrap and
Joseph Modayil and
S. Mohamed and
Neil C. Rabinowitz and
Danilo Jimenez Rezende and
Adam Santoro and
Tom Schaul and
Christopher Summerfield and
Greg Wayne and
Theophane Weber and
Daan Wierstra and
Shane Legg and
Demis Hassabis},
title = {Building Machines that Learn and Think for Themselves: Commentary
on Lake et al., Behavioral and Brain Sciences, 2017},
journal = {CoRR},
volume = {abs/1711.08378},
year = {2017},
url = {http://arxiv.org/abs/1711.08378},
eprinttype = {arXiv},
eprint = {1711.08378},
timestamp = {Wed, 20 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-08378.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/FernandoBRBPJLW16,
author = {Chrisantha Fernando and
Dylan Banarse and
Malcolm Reynolds and
Frederic Besse and
David Pfau and
Max Jaderberg and
Marc Lanctot and
Daan Wierstra},
editor = {Tobias Friedrich and
Frank Neumann and
Andrew M. Sutton},
title = {Convolution by Evolution: Differentiable Pattern Producing Networks},
booktitle = {Proceedings of the 2016 on Genetic and Evolutionary Computation Conference,
Denver, CO, USA, July 20 - 24, 2016},
pages = {109--116},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2908812.2908890},
doi = {10.1145/2908812.2908890},
timestamp = {Tue, 06 Nov 2018 11:06:42 +0100},
biburl = {https://dblp.org/rec/conf/gecco/FernandoBRBPJLW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RezendeMDGW16,
author = {Danilo Jimenez Rezende and
Shakir Mohamed and
Ivo Danihelka and
Karol Gregor and
Daan Wierstra},
editor = {Maria{-}Florina Balcan and
Kilian Q. Weinberger},
title = {One-Shot Generalization in Deep Generative Models},
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 = {1521--1529},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v48/rezende16.html},
timestamp = {Wed, 29 May 2019 08:41:46 +0200},
biburl = {https://dblp.org/rec/conf/icml/RezendeMDGW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SantoroBBWL16,
author = {Adam Santoro and
Sergey Bartunov and
Matthew M. Botvinick and
Daan Wierstra and
Timothy P. Lillicrap},
editor = {Maria{-}Florina Balcan and
Kilian Q. Weinberger},
title = {Meta-Learning with Memory-Augmented Neural Networks},
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 = {1842--1850},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v48/santoro16.html},
timestamp = {Wed, 20 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SantoroBBWL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GregorBRDW16,
author = {Karol Gregor and
Frederic Besse and
Danilo Jimenez Rezende and
Ivo Danihelka and
Daan Wierstra},
editor = {Daniel D. Lee and
Masashi Sugiyama and
Ulrike von Luxburg and
Isabelle Guyon and
Roman Garnett},
title = {Towards Conceptual Compression},
booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference
on Neural Information Processing Systems 2016, December 5-10, 2016,
Barcelona, Spain},
pages = {3549--3557},
year = {2016},
url = {https://proceedings.neurips.cc/paper/2016/hash/4abe17a1c80cbdd2aa241b70840879de-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/GregorBRDW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/VinyalsBLKW16,
author = {Oriol Vinyals and
Charles Blundell and
Tim Lillicrap and
Koray Kavukcuoglu and
Daan Wierstra},
editor = {Daniel D. Lee and
Masashi Sugiyama and
Ulrike von Luxburg and
Isabelle Guyon and
Roman Garnett},
title = {Matching Networks for One Shot Learning},
booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference
on Neural Information Processing Systems 2016, December 5-10, 2016,
Barcelona, Spain},
pages = {3630--3638},
year = {2016},
url = {https://proceedings.neurips.cc/paper/2016/hash/90e1357833654983612fb05e3ec9148c-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/VinyalsBLKW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/corr/LillicrapHPHETS15,
author = {Timothy P. Lillicrap and
Jonathan J. Hunt and
Alexander Pritzel and
Nicolas Heess and
Tom Erez and
Yuval Tassa and
David Silver and
Daan Wierstra},
editor = {Yoshua Bengio and
Yann LeCun},
title = {Continuous control with deep reinforcement learning},
booktitle = {4th International Conference on Learning Representations, {ICLR} 2016,
San Juan, Puerto Rico, May 2-4, 2016, Conference Track Proceedings},
year = {2016},
url = {http://arxiv.org/abs/1509.02971},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LillicrapHPHETS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/RezendeMDGW16,
author = {Danilo Jimenez Rezende and
Shakir Mohamed and
Ivo Danihelka and
Karol Gregor and
Daan Wierstra},
title = {One-Shot Generalization in Deep Generative Models},
journal = {CoRR},
volume = {abs/1603.05106},
year = {2016},
url = {http://arxiv.org/abs/1603.05106},
eprinttype = {arXiv},
eprint = {1603.05106},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/RezendeMDGW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GregorBRDW16,
author = {Karol Gregor and
Frederic Besse and
Danilo Jimenez Rezende and
Ivo Danihelka and
Daan Wierstra},
title = {Towards Conceptual Compression},
journal = {CoRR},
volume = {abs/1604.08772},
year = {2016},
url = {http://arxiv.org/abs/1604.08772},
eprinttype = {arXiv},
eprint = {1604.08772},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GregorBRDW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SantoroBBWL16,
author = {Adam Santoro and
Sergey Bartunov and
Matthew M. Botvinick and
Daan Wierstra and
Timothy P. Lillicrap},
title = {One-shot Learning with Memory-Augmented Neural Networks},
journal = {CoRR},
volume = {abs/1605.06065},
year = {2016},
url = {http://arxiv.org/abs/1605.06065},
eprinttype = {arXiv},
eprint = {1605.06065},
timestamp = {Wed, 20 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SantoroBBWL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/FernandoBRBPJLW16,
author = {Chrisantha Fernando and
Dylan Banarse and
Malcolm Reynolds and
Frederic Besse and
David Pfau and
Max Jaderberg and
Marc Lanctot and
Daan Wierstra},
title = {Convolution by Evolution: Differentiable Pattern Producing Networks},
journal = {CoRR},
volume = {abs/1606.02580},
year = {2016},
url = {http://arxiv.org/abs/1606.02580},
eprinttype = {arXiv},
eprint = {1606.02580},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/FernandoBRBPJLW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/VinyalsBLKW16,
author = {Oriol Vinyals and
Charles Blundell and
Timothy P. Lillicrap and
Koray Kavukcuoglu and
Daan Wierstra},
title = {Matching Networks for One Shot Learning},
journal = {CoRR},
volume = {abs/1606.04080},
year = {2016},
url = {http://arxiv.org/abs/1606.04080},
eprinttype = {arXiv},
eprint = {1606.04080},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/VinyalsBLKW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BlundellUPLRLRW16,
author = {Charles Blundell and
Benigno Uria and
Alexander Pritzel and
Yazhe Li and
Avraham Ruderman and
Joel Z. Leibo and
Jack W. Rae and
Daan Wierstra and
Demis Hassabis},
title = {Model-Free Episodic Control},
journal = {CoRR},
volume = {abs/1606.04460},
year = {2016},
url = {http://arxiv.org/abs/1606.04460},
eprinttype = {arXiv},
eprint = {1606.04460},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BlundellUPLRLRW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GregorRW16,
author = {Karol Gregor and
Danilo Jimenez Rezende and
Daan Wierstra},
title = {Variational Intrinsic Control},
journal = {CoRR},
volume = {abs/1611.07507},
year = {2016},
url = {http://arxiv.org/abs/1611.07507},
eprinttype = {arXiv},
eprint = {1611.07507},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GregorRW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nature/MnihKSRVBGRFOPB15,
author = {Volodymyr Mnih and
Koray Kavukcuoglu and
David Silver and
Andrei A. Rusu and
Joel Veness and
Marc G. Bellemare and
Alex Graves and
Martin A. Riedmiller and
Andreas Fidjeland and
Georg Ostrovski and
Stig Petersen and
Charles Beattie and
Amir Sadik and
Ioannis Antonoglou and
Helen King and
Dharshan Kumaran and
Daan Wierstra and
Shane Legg and
Demis Hassabis},
title = {Human-level control through deep reinforcement learning},
journal = {Nat.},
volume = {518},
number = {7540},
pages = {529--533},
year = {2015},
url = {https://doi.org/10.1038/nature14236},
doi = {10.1038/NATURE14236},
timestamp = {Mon, 08 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nature/MnihKSRVBGRFOPB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GregorDGRW15,
author = {Karol Gregor and
Ivo Danihelka and
Alex Graves and
Danilo Jimenez Rezende and
Daan Wierstra},
editor = {Francis R. Bach and
David M. Blei},
title = {{DRAW:} {A} Recurrent Neural Network For Image Generation},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1462--1471},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/gregor15.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/GregorDGRW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BlundellCKW15,
author = {Charles Blundell and
Julien Cornebise and
Koray Kavukcuoglu and
Daan Wierstra},
editor = {Francis R. Bach and
David M. Blei},
title = {Weight Uncertainty in Neural Network},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1613--1622},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/blundell15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BlundellCKW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GregorDGW15,
author = {Karol Gregor and
Ivo Danihelka and
Alex Graves and
Daan Wierstra},
title = {{DRAW:} {A} Recurrent Neural Network For Image Generation},
journal = {CoRR},
volume = {abs/1502.04623},
year = {2015},
url = {http://arxiv.org/abs/1502.04623},
eprinttype = {arXiv},
eprint = {1502.04623},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GregorDGW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BlundellCKW15,
author = {Charles Blundell and
Julien Cornebise and
Koray Kavukcuoglu and
Daan Wierstra},
title = {Weight Uncertainty in Neural Networks},
journal = {CoRR},
volume = {abs/1505.05424},
year = {2015},
url = {http://arxiv.org/abs/1505.05424},
eprinttype = {arXiv},
eprint = {1505.05424},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BlundellCKW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/WierstraSGSPS14,
author = {Daan Wierstra and
Tom Schaul and
Tobias Glasmachers and
Yi Sun and
Jan Peters and
J{\"{u}}rgen Schmidhuber},
title = {Natural evolution strategies},
journal = {J. Mach. Learn. Res.},
volume = {15},
number = {1},
pages = {949--980},
year = {2014},
url = {https://dl.acm.org/doi/10.5555/2627435.2638566},
doi = {10.5555/2627435.2638566},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/WierstraSGSPS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SilverLHDWR14,
author = {David Silver and
Guy Lever and
Nicolas Heess and
Thomas Degris and
Daan Wierstra and
Martin A. Riedmiller},
title = {Deterministic Policy Gradient Algorithms},
booktitle = {Proceedings of the 31th International Conference on Machine Learning,
{ICML} 2014, Beijing, China, 21-26 June 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {32},
pages = {387--395},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v32/silver14.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/SilverLHDWR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GregorDMBW14,
author = {Karol Gregor and
Ivo Danihelka and
Andriy Mnih and
Charles Blundell and
Daan Wierstra},
title = {Deep AutoRegressive Networks},
booktitle = {Proceedings of the 31th International Conference on Machine Learning,
{ICML} 2014, Beijing, China, 21-26 June 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {32},
pages = {1242--1250},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v32/gregor14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/GregorDMBW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RezendeMW14,
author = {Danilo Jimenez Rezende and
Shakir Mohamed and
Daan Wierstra},
title = {Stochastic Backpropagation and Approximate Inference in Deep Generative
Models},
booktitle = {Proceedings of the 31th International Conference on Machine Learning,
{ICML} 2014, Beijing, China, 21-26 June 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {32},
pages = {1278--1286},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v32/rezende14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/RezendeMW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/RezendeMW14,
author = {Danilo Jimenez Rezende and
Shakir Mohamed and
Daan Wierstra},
title = {Stochastic Back-propagation and Variational Inference in Deep Latent
Gaussian Models},
journal = {CoRR},
volume = {abs/1401.4082},
year = {2014},
url = {http://arxiv.org/abs/1401.4082},
eprinttype = {arXiv},
eprint = {1401.4082},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/RezendeMW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GregorMW13,
author = {Karol Gregor and
Andriy Mnih and
Daan Wierstra},
title = {Deep AutoRegressive Networks},
journal = {CoRR},
volume = {abs/1310.8499},
year = {2013},
url = {http://arxiv.org/abs/1310.8499},
eprinttype = {arXiv},
eprint = {1310.8499},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GregorMW13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MnihKSGAWR13,
author = {Volodymyr Mnih and
Koray Kavukcuoglu and
David Silver and
Alex Graves and
Ioannis Antonoglou and
Daan Wierstra and
Martin A. Riedmiller},
title = {Playing Atari with Deep Reinforcement Learning},
journal = {CoRR},
volume = {abs/1312.5602},
year = {2013},
url = {http://arxiv.org/abs/1312.5602},
eprinttype = {arXiv},
eprint = {1312.5602},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MnihKSGAWR13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1209-5853,
author = {Yi Sun and
Daan Wierstra and
Tom Schaul and
J{\"{u}}rgen Schmidhuber},
title = {Efficient Natural Evolution Strategies},
journal = {CoRR},
volume = {abs/1209.5853},
year = {2012},
url = {http://arxiv.org/abs/1209.5853},
eprinttype = {arXiv},
eprint = {1209.5853},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1209-5853.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/SchaulSWGS11,
author = {Tom Schaul and
Yi Sun and
Daan Wierstra and
Faustino J. Gomez and
J{\"{u}}rgen Schmidhuber},
title = {Curiosity-driven optimization},
booktitle = {Proceedings of the {IEEE} Congress on Evolutionary Computation, {CEC}
2011, New Orleans, LA, USA, 5-8 June, 2011},
pages = {1343--1349},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/CEC.2011.5949772},
doi = {10.1109/CEC.2011.5949772},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/cec/SchaulSWGS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/RezendeWG11,
author = {Danilo Jimenez Rezende and
Daan Wierstra and
Wulfram Gerstner},
editor = {John Shawe{-}Taylor and
Richard S. Zemel and
Peter L. Bartlett and
Fernando C. N. Pereira and
Kilian Q. Weinberger},
title = {Variational Learning for Recurrent Spiking Networks},
booktitle = {Advances in Neural Information Processing Systems 24: 25th Annual
Conference on Neural Information Processing Systems 2011. Proceedings
of a meeting held 12-14 December 2011, Granada, Spain},
pages = {136--144},
year = {2011},
url = {https://proceedings.neurips.cc/paper/2011/hash/069059b7ef840f0c74a814ec9237b6ec-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/RezendeWG11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1106-4487,
author = {Daan Wierstra and
Tom Schaul and
Tobias Glasmachers and
Yi Sun and
J{\"{u}}rgen Schmidhuber},
title = {Natural Evolution Strategies},
journal = {CoRR},
volume = {abs/1106.4487},
year = {2011},
url = {http://arxiv.org/abs/1106.4487},
eprinttype = {arXiv},
eprint = {1106.4487},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1106-4487.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/de/Wierstra2010,
author = {Daniel Pieter Wierstra},
title = {A study in direct policy search},
school = {Technical University Munich},
year = {2010},
url = {http://mediatum2.ub.tum.de/node?id=885959},
urn = {urn:nbn:de:bvb:91-diss-20100510-885959-1-8},
timestamp = {Sat, 17 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/de/Wierstra2010.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/igpl/WierstraFPS10,
author = {Daan Wierstra and
Alexander F{\"{o}}rster and
Jan Peters and
J{\"{u}}rgen Schmidhuber},
title = {Recurrent policy gradients},
journal = {Log. J. {IGPL}},
volume = {18},
number = {5},
pages = {620--634},
year = {2010},
url = {https://doi.org/10.1093/jigpal/jzp049},
doi = {10.1093/JIGPAL/JZP049},
timestamp = {Fri, 06 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/igpl/WierstraFPS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/SchaulBWSFSRS10,
author = {Tom Schaul and
Justin Bayer and
Daan Wierstra and
Yi Sun and
Martin Felder and
Frank Sehnke and
Thomas R{\"{u}}ckstie{\ss} and
J{\"{u}}rgen Schmidhuber},
title = {PyBrain},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {743--746},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1756030},
doi = {10.5555/1756006.1756030},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/SchaulBWSFSRS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/paladyn/RuckstiessSSWSS10,
author = {Thomas R{\"{u}}ckstie{\ss} and
Frank Sehnke and
Tom Schaul and
Daan Wierstra and
Yi Sun and
J{\"{u}}rgen Schmidhuber},
title = {Exploring parameter space in reinforcement learning},
journal = {Paladyn J. Behav. Robotics},
volume = {1},
number = {1},
pages = {14--24},
year = {2010},
url = {https://doi.org/10.2478/s13230-010-0002-4},
doi = {10.2478/S13230-010-0002-4},
timestamp = {Fri, 07 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/paladyn/RuckstiessSSWSS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/GlasmachersSSWS10,
author = {Tobias Glasmachers and
Tom Schaul and
Yi Sun and
Daan Wierstra and
J{\"{u}}rgen Schmidhuber},
editor = {Martin Pelikan and
J{\"{u}}rgen Branke},
title = {Exponential natural evolution strategies},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2010, Proceedings,
Portland, Oregon, USA, July 7-11, 2010},
pages = {393--400},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1830483.1830557},
doi = {10.1145/1830483.1830557},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/GlasmachersSSWS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ki/SchaulWGSIT09,
author = {Tom Schaul and
Daan Wierstra and
Faustino J. Gomez and
J{\"{u}}rgen Schmidhuber and
Christian Igel and
Julian Togelius},
title = {Ontogenetic and Phylogenetic Reinforcement Learning},
journal = {K{\"{u}}nstliche Intell.},
volume = {23},
number = {3},
pages = {30--33},
year = {2009},
url = {http://www.kuenstliche-intelligenz.de/fileadmin/template/main/archiv/pdf/ki2009-03\_page30\_web\_teaser.pdf},
timestamp = {Fri, 27 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ki/SchaulWGSIT09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/HoornTWS09,
author = {Niels van Hoorn and
Julian Togelius and
Daan Wierstra and
J{\"{u}}rgen Schmidhuber},
title = {Robust player imitation using multiobjective evolution},
booktitle = {Proceedings of the {IEEE} Congress on Evolutionary Computation, {CEC}
2009, Trondheim, Norway, 18-21 May, 2009},
pages = {652--659},
publisher = {{IEEE}},
year = {2009},
url = {https://doi.org/10.1109/CEC.2009.4983007},
doi = {10.1109/CEC.2009.4983007},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cec/HoornTWS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/SunWSS09,
author = {Yi Sun and
Daan Wierstra and
Tom Schaul and
J{\"{u}}rgen Schmidhuber},
editor = {Franz Rothlauf},
title = {Efficient natural evolution strategies},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2009, Proceedings,
Montreal, Qu{\'{e}}bec, Canada, July 8-12, 2009},
pages = {539--546},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1569901.1569976},
doi = {10.1145/1569901.1569976},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/SunWSS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/BayerWTS09,
author = {Justin Bayer and
Daan Wierstra and
Julian Togelius and
J{\"{u}}rgen Schmidhuber},
editor = {Cesare Alippi and
Marios M. Polycarpou and
Christos G. Panayiotou and
Georgios Ellinas},
title = {Evolving Memory Cell Structures for Sequence Learning},
booktitle = {Artificial Neural Networks - {ICANN} 2009, 19th International Conference,
Limassol, Cyprus, September 14-17, 2009, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {5769},
pages = {755--764},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-04277-5\_76},
doi = {10.1007/978-3-642-04277-5\_76},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icann/BayerWTS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/YiWSS09,
author = {Yi Sun and
Daan Wierstra and
Tom Schaul and
J{\"{u}}rgen Schmidhuber},
editor = {Andrea Pohoreckyj Danyluk and
L{\'{e}}on Bottou and
Michael L. Littman},
title = {Stochastic search using the natural gradient},
booktitle = {Proceedings of the 26th Annual International Conference on Machine
Learning, {ICML} 2009, Montreal, Quebec, Canada, June 14-18, 2009},
series = {{ACM} International Conference Proceeding Series},
volume = {382},
pages = {1161--1168},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1553374.1553522},
doi = {10.1145/1553374.1553522},
timestamp = {Tue, 06 Nov 2018 16:58:29 +0100},
biburl = {https://dblp.org/rec/conf/icml/YiWSS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ar/MayerGWNKS08,
author = {Hermann Georg Mayer and
Faustino J. Gomez and
Daan Wierstra and
Istvan Nagy and
Alois C. Knoll and
J{\"{u}}rgen Schmidhuber},
title = {A System for Robotic Heart Surgery that Learns to Tie Knots Using
Recurrent Neural Networks},
journal = {Adv. Robotics},
volume = {22},
number = {13-14},
pages = {1521--1537},
year = {2008},
url = {https://doi.org/10.1163/156855308X360604},
doi = {10.1163/156855308X360604},
timestamp = {Wed, 19 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ar/MayerGWNKS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/WierstraSPS08,
author = {Daan Wierstra and
Tom Schaul and
Jan Peters and
J{\"{u}}rgen Schmidhuber},
title = {Natural Evolution Strategies},
booktitle = {Proceedings of the {IEEE} Congress on Evolutionary Computation, {CEC}
2008, June 1-6, 2008, Hong Kong, China},
pages = {3381--3387},
publisher = {{IEEE}},
year = {2008},
url = {https://doi.org/10.1109/CEC.2008.4631255},
doi = {10.1109/CEC.2008.4631255},
timestamp = {Thu, 16 Dec 2021 14:01:33 +0100},
biburl = {https://dblp.org/rec/conf/cec/WierstraSPS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/WierstraSPS08,
author = {Daan Wierstra and
Tom Schaul and
Jan Peters and
J{\"{u}}rgen Schmidhuber},
editor = {Vera Kurkov{\'{a}} and
Roman Neruda and
Jan Koutn{\'{\i}}k},
title = {Episodic Reinforcement Learning by Logistic Reward-Weighted Regression},
booktitle = {Artificial Neural Networks - {ICANN} 2008 , 18th International Conference,
Prague, Czech Republic, September 3-6, 2008, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {5163},
pages = {407--416},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-87536-9\_42},
doi = {10.1007/978-3-540-87536-9\_42},
timestamp = {Tue, 14 May 2019 10:00:49 +0200},
biburl = {https://dblp.org/rec/conf/icann/WierstraSPS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppsn/WierstraSPS08,
author = {Daan Wierstra and
Tom Schaul and
Jan Peters and
J{\"{u}}rgen Schmidhuber},
editor = {G{\"{u}}nter Rudolph and
Thomas Jansen and
Simon M. Lucas and
Carlo Poloni and
Nicola Beume},
title = {Fitness Expectation Maximization},
booktitle = {Parallel Problem Solving from Nature - {PPSN} X, 10th International
Conference Dortmund, Germany, September 13-17, 2008, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5199},
pages = {337--346},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-87700-4\_34},
doi = {10.1007/978-3-540-87700-4\_34},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/ppsn/WierstraSPS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/SchmidhuberWGG07,
author = {J{\"{u}}rgen Schmidhuber and
Daan Wierstra and
Matteo Gagliolo and
Faustino J. Gomez},
title = {Training Recurrent Networks by Evolino},
journal = {Neural Comput.},
volume = {19},
number = {3},
pages = {757--779},
year = {2007},
url = {https://doi.org/10.1162/neco.2007.19.3.757},
doi = {10.1162/NECO.2007.19.3.757},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/SchmidhuberWGG07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/WierstraS07,
author = {Daan Wierstra and
J{\"{u}}rgen Schmidhuber},
editor = {Joost N. Kok and
Jacek Koronacki and
Ram{\'{o}}n L{\'{o}}pez de M{\'{a}}ntaras and
Stan Matwin and
Dunja Mladenic and
Andrzej Skowron},
title = {Policy Gradient Critics},
booktitle = {Machine Learning: {ECML} 2007, 18th European Conference on Machine
Learning, Warsaw, Poland, September 17-21, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4701},
pages = {466--477},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-74958-5\_43},
doi = {10.1007/978-3-540-74958-5\_43},
timestamp = {Tue, 14 May 2019 10:00:54 +0200},
biburl = {https://dblp.org/rec/conf/ecml/WierstraS07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/WierstraFPS07,
author = {Daan Wierstra and
Alexander F{\"{o}}rster and
Jan Peters and
J{\"{u}}rgen Schmidhuber},
editor = {Joaquim Marques de S{\'{a}} and
Lu{\'{\i}}s A. Alexandre and
Wlodzislaw Duch and
Danilo P. Mandic},
title = {Solving Deep Memory POMDPs with Recurrent Policy Gradients},
booktitle = {Artificial Neural Networks - {ICANN} 2007, 17th International Conference,
Porto, Portugal, September 9-13, 2007, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {4668},
pages = {697--706},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-74690-4\_71},
doi = {10.1007/978-3-540-74690-4\_71},
timestamp = {Tue, 14 May 2019 10:00:49 +0200},
biburl = {https://dblp.org/rec/conf/icann/WierstraFPS07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/SchmidhuberGWG06,
author = {J{\"{u}}rgen Schmidhuber and
Matteo Gagliolo and
Daan Wierstra and
Faustino J. Gomez},
title = {Evolino for recurrent support vector machines},
booktitle = {14th European Symposium on Artificial Neural Networks, {ESANN} 2006,
Bruges, Belgium, April 26-28, 2006, Proceedings},
pages = {593--598},
year = {2006},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2006-117.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/SchmidhuberGWG06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iros/MayerGWNKS06,
author = {Hermann Georg Mayer and
Faustino J. Gomez and
Daan Wierstra and
Istvan Nagy and
Alois C. Knoll and
J{\"{u}}rgen Schmidhuber},
title = {A System for Robotic Heart Surgery that Learns to Tie Knots Using
Recurrent Neural Networks},
booktitle = {2006 {IEEE/RSJ} International Conference on Intelligent Robots and
Systems, {IROS} 2006, October 9-15, 2006, Beijing, China},
pages = {543--548},
publisher = {{IEEE}},
year = {2006},
url = {https://doi.org/10.1109/IROS.2006.282190},
doi = {10.1109/IROS.2006.282190},
timestamp = {Wed, 19 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iros/MayerGWNKS06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/WierstraGS05,
author = {Daan Wierstra and
Faustino J. Gomez and
J{\"{u}}rgen Schmidhuber},
editor = {Hans{-}Georg Beyer and
Una{-}May O'Reilly},
title = {Modeling systems with internal state using evolino},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2005, Proceedings,
Washington DC, USA, June 25-29, 2005},
pages = {1795--1802},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1068009.1068315},
doi = {10.1145/1068009.1068315},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/WierstraGS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/SchmidhuberWG05,
author = {J{\"{u}}rgen Schmidhuber and
Daan Wierstra and
Faustino J. Gomez},
editor = {Leslie Pack Kaelbling and
Alessandro Saffiotti},
title = {Evolino: Hybrid Neuroevolution/Optimal Linear Search for Sequence
Learning},
booktitle = {IJCAI-05, Proceedings of the Nineteenth International Joint Conference
on Artificial Intelligence, Edinburgh, Scotland, UK, July 30 - August
5, 2005},
pages = {853--858},
publisher = {Professional Book Center},
year = {2005},
url = {http://ijcai.org/Proceedings/05/Papers/1452.pdf},
timestamp = {Tue, 20 Aug 2019 16:16:29 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/SchmidhuberWG05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-cs-0512062,
author = {J{\"{u}}rgen Schmidhuber and
Matteo Gagliolo and
Daan Wierstra and
Faustino J. Gomez},
title = {Evolino for recurrent support vector machines},
journal = {CoRR},
volume = {abs/cs/0512062},
year = {2005},
url = {http://arxiv.org/abs/cs/0512062},
eprinttype = {arXiv},
eprint = {cs/0512062},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-cs-0512062.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WierstraW04,
author = {Daan Wierstra and
Marco A. Wiering},
editor = {Carla E. Brodley},
title = {Utile distinction hidden Markov models},
booktitle = {Machine Learning, Proceedings of the Twenty-first International Conference
{(ICML} 2004), Banff, Alberta, Canada, July 4-8, 2004},
series = {{ACM} International Conference Proceeding Series},
volume = {69},
publisher = {{ACM}},
year = {2004},
url = {https://doi.org/10.1145/1015330.1015346},
doi = {10.1145/1015330.1015346},
timestamp = {Thu, 23 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/WierstraW04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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