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ORCIDBibTeX records: Jeff Clune
@inproceedings{DBLP:conf/iclr/Bradley0TZOBCSS24,
author = {Herbie Bradley and
Andrew Dai and
Hannah Benita Teufel and
Jenny Zhang and
Koen Oostermeijer and
Marco Bellagente and
Jeff Clune and
Kenneth O. Stanley and
Gr{\'{e}}gory Schott and
Joel Lehman},
title = {Quality-Diversity through {AI} Feedback},
booktitle = {The Twelfth International Conference on Learning Representations,
{ICLR} 2024, Vienna, Austria, May 7-11, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=owokKCrGYr},
timestamp = {Wed, 07 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/Bradley0TZOBCSS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ZhangLSC24,
author = {Jenny Zhang and
Joel Lehman and
Kenneth O. Stanley and
Jeff Clune},
title = {{OMNI:} Open-endedness via Models of human Notions of Interestingness},
booktitle = {The Twelfth International Conference on Learning Representations,
{ICLR} 2024, Vienna, Austria, May 7-11, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=AgM3MzT99c},
timestamp = {Wed, 07 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ZhangLSC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0010ZCSL24,
author = {Li Ding and
Jenny Zhang and
Jeff Clune and
Lee Spector and
Joel Lehman},
title = {Quality Diversity through Human Feedback: Towards Open-Ended Diversity-Driven
Optimization},
booktitle = {Forty-first International Conference on Machine Learning, {ICML} 2024,
Vienna, Austria, July 21-27, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=9zlZuAAb08},
timestamp = {Mon, 02 Sep 2024 16:45:29 +0200},
biburl = {https://dblp.org/rec/conf/icml/0010ZCSL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BruceDEPS0LMSAA24,
author = {Jake Bruce and
Michael D. Dennis and
Ashley Edwards and
Jack Parker{-}Holder and
Yuge Shi and
Edward Hughes and
Matthew Lai and
Aditi Mavalankar and
Richie Steigerwald and
Chris Apps and
Yusuf Aytar and
Sarah Bechtle and
Feryal M. P. Behbahani and
Stephanie C. Y. Chan and
Nicolas Heess and
Lucy Gonzalez and
Simon Osindero and
Sherjil Ozair and
Scott E. Reed and
Jingwei Zhang and
Konrad Zolna and
Jeff Clune and
Nando de Freitas and
Satinder Singh and
Tim Rockt{\"{a}}schel},
title = {Genie: Generative Interactive Environments},
booktitle = {Forty-first International Conference on Machine Learning, {ICML} 2024,
Vienna, Austria, July 21-27, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=bJbSbJskOS},
timestamp = {Mon, 02 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BruceDEPS0LMSAA24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-15391,
author = {Jake Bruce and
Michael Dennis and
Ashley Edwards and
Jack Parker{-}Holder and
Yuge Shi and
Edward Hughes and
Matthew Lai and
Aditi Mavalankar and
Richie Steigerwald and
Chris Apps and
Yusuf Aytar and
Sarah Bechtle and
Feryal M. P. Behbahani and
Stephanie Chan and
Nicolas Heess and
Lucy Gonzalez and
Simon Osindero and
Sherjil Ozair and
Scott E. Reed and
Jingwei Zhang and
Konrad Zolna and
Jeff Clune and
Nando de Freitas and
Satinder Singh and
Tim Rockt{\"{a}}schel},
title = {Genie: Generative Interactive Environments},
journal = {CoRR},
volume = {abs/2402.15391},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.15391},
doi = {10.48550/ARXIV.2402.15391},
eprinttype = {arXiv},
eprint = {2402.15391},
timestamp = {Fri, 23 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-15391.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-10179,
author = {SIMA Team and
Maria Abi Raad and
Arun Ahuja and
Catarina Barros and
Frederic Besse and
Andrew Bolt and
Adrian Bolton and
Bethanie Brownfield and
Gavin Buttimore and
Max Cant and
Sarah Chakera and
Stephanie C. Y. Chan and
Jeff Clune and
Adrian Collister and
Vikki Copeman and
Alex Cullum and
Ishita Dasgupta and
Dario de Cesare and
Julia Di Trapani and
Yani Donchev and
Emma Dunleavy and
Martin Engelcke and
Ryan Faulkner and
Frankie Garcia and
Charles Gbadamosi and
Zhitao Gong and
Lucy Gonzalez and
Kshitij Gupta and
Karol Gregor and
Arne Olav Hallingstad and
Tim Harley and
Sam Haves and
Felix Hill and
Ed Hirst and
Drew A. Hudson and
Jony Hudson and
Steph Hughes{-}Fitt and
Danilo J. Rezende and
Mimi Jasarevic and
Laura Kampis and
Nan Rosemary Ke and
Thomas Keck and
Junkyung Kim and
Oscar Knagg and
Kavya Kopparapu and
Andrew K. Lampinen and
Shane Legg and
Alexander Lerchner and
Marjorie Limont and
Yulan Liu and
Maria Loks{-}Thompson and
Joseph Marino and
Kathryn Martin Cussons and
Loic Matthey and
Siobhan Mcloughlin and
Piermaria Mendolicchio and
Hamza Merzic and
Anna Mitenkova and
Alexandre Moufarek and
Val{\'{e}}ria Oliveira and
Yanko Gitahy Oliveira and
Hannah Openshaw and
Renke Pan and
Aneesh Pappu and
Alex Platonov and
Ollie Purkiss and
David P. Reichert and
John Reid and
Pierre Harvey Richemond and
Tyson Roberts and
Giles Ruscoe and
Jaume Sanchez Elias and
Tasha Sandars and
Daniel P. Sawyer and
Tim Scholtes and
Guy Simmons and
Daniel Slater and
Hubert Soyer and
Heiko Strathmann and
Peter Stys and
Allison C. Tam and
Denis Teplyashin and
Tayfun Terzi and
Davide Vercelli and
Bojan Vujatovic and
Marcus Wainwright and
Jane X. Wang and
Zhengdong Wang and
Daan Wierstra and
Duncan Williams and
Nathaniel Wong and
Sarah York and
Nick Young},
title = {Scaling Instructable Agents Across Many Simulated Worlds},
journal = {CoRR},
volume = {abs/2404.10179},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.10179},
doi = {10.48550/ARXIV.2404.10179},
eprinttype = {arXiv},
eprint = {2404.10179},
timestamp = {Tue, 18 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-10179.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-15143,
author = {Cong Lu and
Shengran Hu and
Jeff Clune},
title = {Intelligent Go-Explore: Standing on the Shoulders of Giant Foundation
Models},
journal = {CoRR},
volume = {abs/2405.15143},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.15143},
doi = {10.48550/ARXIV.2405.15143},
eprinttype = {arXiv},
eprint = {2405.15143},
timestamp = {Wed, 19 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-15143.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-15568,
author = {Maxence Faldor and
Jenny Zhang and
Antoine Cully and
Jeff Clune},
title = {{OMNI-EPIC:} Open-endedness via Models of human Notions of Interestingness
with Environments Programmed in Code},
journal = {CoRR},
volume = {abs/2405.15568},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.15568},
doi = {10.48550/ARXIV.2405.15568},
eprinttype = {arXiv},
eprint = {2405.15568},
timestamp = {Wed, 19 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-15568.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HuC23,
author = {Shengran Hu and
Jeff Clune},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Thought Cloning: Learning to Think while Acting by Imitating Human
Thinking},
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/8b4ba64e549c410185c4d3eac3a81726-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/HuC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-00323,
author = {Shengran Hu and
Jeff Clune},
title = {Thought Cloning: Learning to Think while Acting by Imitating Human
Thinking},
journal = {CoRR},
volume = {abs/2306.00323},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.00323},
doi = {10.48550/ARXIV.2306.00323},
eprinttype = {arXiv},
eprint = {2306.00323},
timestamp = {Mon, 12 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-00323.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-01711,
author = {Jenny Zhang and
Joel Lehman and
Kenneth O. Stanley and
Jeff Clune},
title = {{OMNI:} Open-endedness via Models of human Notions of Interestingness},
journal = {CoRR},
volume = {abs/2306.01711},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.01711},
doi = {10.48550/ARXIV.2306.01711},
eprinttype = {arXiv},
eprint = {2306.01711},
timestamp = {Mon, 12 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-01711.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-02276,
author = {Ben Norman and
Jeff Clune},
title = {First-Explore, then Exploit: Meta-Learning Intelligent Exploration},
journal = {CoRR},
volume = {abs/2307.02276},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.02276},
doi = {10.48550/ARXIV.2307.02276},
eprinttype = {arXiv},
eprint = {2307.02276},
timestamp = {Mon, 10 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-02276.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-07996,
author = {Lapo Frati and
Neil Traft and
Jeff Clune and
Nick Cheney},
title = {Reset It and Forget It: Relearning Last-Layer Weights Improves Continual
and Transfer Learning},
journal = {CoRR},
volume = {abs/2310.07996},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.07996},
doi = {10.48550/ARXIV.2310.07996},
eprinttype = {arXiv},
eprint = {2310.07996},
timestamp = {Tue, 24 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-07996.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-12103,
author = {Li Ding and
Jenny Zhang and
Jeff Clune and
Lee Spector and
Joel Lehman},
title = {Quality Diversity through Human Feedback},
journal = {CoRR},
volume = {abs/2310.12103},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.12103},
doi = {10.48550/ARXIV.2310.12103},
eprinttype = {arXiv},
eprint = {2310.12103},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-12103.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-13032,
author = {Herbie Bradley and
Andrew Dai and
Hannah Teufel and
Jenny Zhang and
Koen Oostermeijer and
Marco Bellagente and
Jeff Clune and
Kenneth O. Stanley and
Gr{\'{e}}gory Schott and
Joel Lehman},
title = {Quality-Diversity through {AI} Feedback},
journal = {CoRR},
volume = {abs/2310.13032},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.13032},
doi = {10.48550/ARXIV.2310.13032},
eprinttype = {arXiv},
eprint = {2310.13032},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-13032.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-17688,
author = {Yoshua Bengio and
Geoffrey E. Hinton and
Andrew Yao and
Dawn Song and
Pieter Abbeel and
Yuval Noah Harari and
Ya{-}Qin Zhang and
Lan Xue and
Shai Shalev{-}Shwartz and
Gillian K. Hadfield and
Jeff Clune and
Tegan Maharaj and
Frank Hutter and
Atilim G{\"{u}}nes Baydin and
Sheila A. McIlraith and
Qiqi Gao and
Ashwin Acharya and
David Krueger and
Anca D. Dragan and
Philip H. S. Torr and
Stuart Russell and
Daniel Kahneman and
Jan Brauner and
S{\"{o}}ren Mindermann},
title = {Managing {AI} Risks in an Era of Rapid Progress},
journal = {CoRR},
volume = {abs/2310.17688},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.17688},
doi = {10.48550/ARXIV.2310.17688},
eprinttype = {arXiv},
eprint = {2310.17688},
timestamp = {Fri, 02 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-17688.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ec/HuizingaC22,
author = {Joost Huizinga and
Jeff Clune},
title = {Evolving Multimodal Robot Behavior via Many Stepping Stones with the
Combinatorial Multiobjective Evolutionary Algorithm},
journal = {Evol. Comput.},
volume = {30},
number = {2},
pages = {131--164},
year = {2022},
url = {https://doi.org/10.1162/evco\_a\_00301},
doi = {10.1162/EVCO\_A\_00301},
timestamp = {Fri, 10 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ec/HuizingaC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/KudithipudiABBB22,
author = {Dhireesha Kudithipudi and
Mario Aguilar{-}Simon and
Jonathan Babb and
Maxim Bazhenov and
Douglas Blackiston and
Josh C. Bongard and
Andrew P. Brna and
Suraj Chakravarthi Raja and
Nick Cheney and
Jeff Clune and
Anurag Reddy Daram and
Stefano Fusi and
Peter Helfer and
Leslie Kay and
Nicholas Ketz and
Zsolt Kira and
Soheil Kolouri and
Jeffrey L. Krichmar and
Sam Kriegman and
Michael Levin and
Sandeep Madireddy and
Santosh Manicka and
Ali Marjaninejad and
Bruce McNaughton and
Risto Miikkulainen and
Zaneta Navratilova and
Tej Pandit and
Alice Parker and
Praveen K. Pilly and
Sebastian Risi and
Terrence J. Sejnowski and
Andrea Soltoggio and
Nicholas Soures and
Andreas S. Tolias and
Dar{\'{\i}}o Urbina{-}Mel{\'{e}}ndez and
Francisco J. Valero Cuevas and
Gido M. van de Ven and
Joshua T. Vogelstein and
Felix Wang and
Ron Weiss and
Angel Yanguas{-}Gil and
Xinyun Zou and
Hava T. Siegelmann},
title = {Biological underpinnings for lifelong learning machines},
journal = {Nat. Mach. Intell.},
volume = {4},
number = {3},
pages = {196--210},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00452-0},
doi = {10.1038/S42256-022-00452-0},
timestamp = {Fri, 23 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/KudithipudiABBB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BakerAZHTEHSC22,
author = {Bowen Baker and
Ilge Akkaya and
Peter Zhokhov and
Joost Huizinga and
Jie Tang and
Adrien Ecoffet and
Brandon Houghton and
Raul Sampedro and
Jeff Clune},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Video PreTraining {(VPT):} Learning to Act by Watching Unlabeled Online
Videos},
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/9c7008aff45b5d8f0973b23e1a22ada0-Abstract-Conference.html},
timestamp = {Sun, 04 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/BakerAZHTEHSC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-11795,
author = {Bowen Baker and
Ilge Akkaya and
Peter Zhokhov and
Joost Huizinga and
Jie Tang and
Adrien Ecoffet and
Brandon Houghton and
Raul Sampedro and
Jeff Clune},
title = {Video PreTraining {(VPT):} Learning to Act by Watching Unlabeled Online
Videos},
journal = {CoRR},
volume = {abs/2206.11795},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.11795},
doi = {10.48550/ARXIV.2206.11795},
eprinttype = {arXiv},
eprint = {2206.11795},
timestamp = {Mon, 27 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-11795.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nature/EcoffetHLSC21,
author = {Adrien Ecoffet and
Joost Huizinga and
Joel Lehman and
Kenneth O. Stanley and
Jeff Clune},
title = {First return, then explore},
journal = {Nat.},
volume = {590},
number = {7847},
pages = {580--586},
year = {2021},
url = {https://doi.org/10.1038/s41586-020-03157-9},
doi = {10.1038/S41586-020-03157-9},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nature/EcoffetHLSC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-14876,
author = {Ingmar Kanitscheider and
Joost Huizinga and
David Farhi and
William Hebgen Guss and
Brandon Houghton and
Raul Sampedro and
Peter Zhokhov and
Bowen Baker and
Adrien Ecoffet and
Jie Tang and
Oleg Klimov and
Jeff Clune},
title = {Multi-task curriculum learning in a complex, visual, hard-exploration
domain: Minecraft},
journal = {CoRR},
volume = {abs/2106.14876},
year = {2021},
url = {https://arxiv.org/abs/2106.14876},
eprinttype = {arXiv},
eprint = {2106.14876},
timestamp = {Wed, 30 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-14876.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-12056,
author = {Shawn L. Beaulieu and
Jeff Clune and
Nick Cheney},
title = {Continual learning under domain transfer with sparse synaptic bursting},
journal = {CoRR},
volume = {abs/2108.12056},
year = {2021},
url = {https://arxiv.org/abs/2108.12056},
eprinttype = {arXiv},
eprint = {2108.12056},
timestamp = {Thu, 02 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-12056.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/alife/LehmanCMAABBBBB20,
author = {Joel Lehman and
Jeff Clune and
Dusan Misevic and
Christoph Adami and
Lee Altenberg and
Julie Beaulieu and
Peter J. Bentley and
Samuel Bernard and
Guillaume Beslon and
David M. Bryson and
Nick Cheney and
Patryk Chrabaszcz and
Antoine Cully and
St{\'{e}}phane Doncieux and
Fred C. Dyer and
Kai Olav Ellefsen and
Robert Feldt and
Stephan Fischer and
Stephanie Forrest and
Antoine Fr{\'{e}}noy and
Christian Gagn{\'{e}} and
L{\'{e}}ni K. Le Goff and
Laura M. Grabowski and
Babak Hodjat and
Frank Hutter and
Laurent Keller and
Carole Knibbe and
Peter Krcah and
Richard E. Lenski and
Hod Lipson and
Robert MacCurdy and
Carlos Maestre and
Risto Miikkulainen and
Sara Mitri and
David E. Moriarty and
Jean{-}Baptiste Mouret and
Anh Nguyen and
Charles Ofria and
Marc Parizeau and
David P. Parsons and
Robert T. Pennock and
William F. Punch and
Thomas S. Ray and
Marc Schoenauer and
Eric Schulte and
Karl Sims and
Kenneth O. Stanley and
Fran{\c{c}}ois Taddei and
Danesh Tarapore and
Simon Thibault and
Richard A. Watson and
Westley Weimer and
Jason Yosinski},
title = {The Surprising Creativity of Digital Evolution: {A} Collection of
Anecdotes from the Evolutionary Computation and Artificial Life Research
Communities},
journal = {Artif. Life},
volume = {26},
number = {2},
pages = {274--306},
year = {2020},
url = {https://doi.org/10.1162/artl\_a\_00319},
doi = {10.1162/ARTL\_A\_00319},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/alife/LehmanCMAABBBBB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/BeaulieuFMLSCC20,
author = {Shawn Beaulieu and
Lapo Frati and
Thomas Miconi and
Joel Lehman and
Kenneth O. Stanley and
Jeff Clune and
Nick Cheney},
editor = {Giuseppe De Giacomo and
Alejandro Catal{\'{a}} and
Bistra Dilkina and
Michela Milano and
Sen{\'{e}}n Barro and
Alberto Bugar{\'{\i}}n and
J{\'{e}}r{\^{o}}me Lang},
title = {Learning to Continually Learn},
booktitle = {{ECAI} 2020 - 24th European Conference on Artificial Intelligence,
29 August-8 September 2020, Santiago de Compostela, Spain, August
29 - September 8, 2020 - Including 10th Conference on Prestigious
Applications of Artificial Intelligence {(PAIS} 2020)},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {325},
pages = {992--1001},
publisher = {{IOS} Press},
year = {2020},
url = {https://doi.org/10.3233/FAIA200193},
doi = {10.3233/FAIA200193},
timestamp = {Fri, 09 Apr 2021 18:50:05 +0200},
biburl = {https://dblp.org/rec/conf/ecai/BeaulieuFMLSCC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/ColasMHC20,
author = {C{\'{e}}dric Colas and
Vashisht Madhavan and
Joost Huizinga and
Jeff Clune},
editor = {Carlos Artemio Coello Coello},
title = {Scaling MAP-Elites to deep neuroevolution},
booktitle = {{GECCO} '20: Genetic and Evolutionary Computation Conference, Canc{\'{u}}n
Mexico, July 8-12, 2020},
pages = {67--75},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3377930.3390217},
doi = {10.1145/3377930.3390217},
timestamp = {Mon, 20 Jul 2020 14:23:37 +0200},
biburl = {https://dblp.org/rec/conf/gecco/ColasMHC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SuchRLSC20,
author = {Felipe Petroski Such and
Aditya Rawal and
Joel Lehman and
Kenneth O. Stanley and
Jeffrey Clune},
title = {Generative Teaching Networks: Accelerating Neural Architecture Search
by Learning to Generate Synthetic Training Data},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {9206--9216},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/such20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/SuchRLSC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0052LRZLCS20,
author = {Rui Wang and
Joel Lehman and
Aditya Rawal and
Jiale Zhi and
Yulun Li and
Jeffrey Clune and
Kenneth O. Stanley},
title = {Enhanced {POET:} Open-ended Reinforcement Learning through Unbounded
Invention of Learning Challenges and their Solutions},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {9940--9951},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/wang20l.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/0052LRZLCS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isalalife/EcoffetCL20,
author = {Adrien Ecoffet and
Jeff Clune and
Joel Lehman},
editor = {Josh C. Bongard and
Juniper L. Lovato and
Laurent H{\'{e}}bert{-}Dufresne and
Radhakrishna Dasari and
Lisa B. Soros},
title = {Open Questions in Creating Safe Open-ended {AI:} Tensions Between
Control and Creativity},
booktitle = {2020 Conference on Artificial Life, {ALIFE} 2020, online, July 13-18,
2020},
pages = {27--35},
publisher = {{MIT} Press},
year = {2020},
url = {https://doi.org/10.1162/isal\_a\_00323},
doi = {10.1162/ISAL\_A\_00323},
timestamp = {Tue, 26 Dec 2023 17:13:21 +0100},
biburl = {https://dblp.org/rec/conf/isalalife/EcoffetCL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-09571,
author = {Shawn Beaulieu and
Lapo Frati and
Thomas Miconi and
Joel Lehman and
Kenneth O. Stanley and
Jeff Clune and
Nick Cheney},
title = {Learning to Continually Learn},
journal = {CoRR},
volume = {abs/2002.09571},
year = {2020},
url = {https://arxiv.org/abs/2002.09571},
eprinttype = {arXiv},
eprint = {2002.09571},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-09571.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-10585,
author = {Thomas Miconi and
Aditya Rawal and
Jeff Clune and
Kenneth O. Stanley},
title = {Backpropamine: training self-modifying neural networks with differentiable
neuromodulated plasticity},
journal = {CoRR},
volume = {abs/2002.10585},
year = {2020},
url = {https://arxiv.org/abs/2002.10585},
eprinttype = {arXiv},
eprint = {2002.10585},
timestamp = {Tue, 03 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-10585.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-01825,
author = {C{\'{e}}dric Colas and
Joost Huizinga and
Vashisht Madhavan and
Jeff Clune},
title = {Scaling MAP-Elites to Deep Neuroevolution},
journal = {CoRR},
volume = {abs/2003.01825},
year = {2020},
url = {https://arxiv.org/abs/2003.01825},
eprinttype = {arXiv},
eprint = {2003.01825},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-01825.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-08536,
author = {Rui Wang and
Joel Lehman and
Aditya Rawal and
Jiale Zhi and
Yulun Li and
Jeff Clune and
Kenneth O. Stanley},
title = {Enhanced {POET:} Open-Ended Reinforcement Learning through Unbounded
Invention of Learning Challenges and their Solutions},
journal = {CoRR},
volume = {abs/2003.08536},
year = {2020},
url = {https://arxiv.org/abs/2003.08536},
eprinttype = {arXiv},
eprint = {2003.08536},
timestamp = {Tue, 29 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-08536.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-11164,
author = {Jiale Zhi and
Rui Wang and
Jeff Clune and
Kenneth O. Stanley},
title = {Fiber: {A} Platform for Efficient Development and Distributed Training
for Reinforcement Learning and Population-Based Methods},
journal = {CoRR},
volume = {abs/2003.11164},
year = {2020},
url = {https://arxiv.org/abs/2003.11164},
eprinttype = {arXiv},
eprint = {2003.11164},
timestamp = {Tue, 29 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-11164.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-12919,
author = {Adrien Ecoffet and
Joost Huizinga and
Joel Lehman and
Kenneth O. Stanley and
Jeff Clune},
title = {First return then explore},
journal = {CoRR},
volume = {abs/2004.12919},
year = {2020},
url = {https://arxiv.org/abs/2004.12919},
eprinttype = {arXiv},
eprint = {2004.12919},
timestamp = {Wed, 29 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-12919.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-13092,
author = {Aditya Rawal and
Joel Lehman and
Felipe Petroski Such and
Jeff Clune and
Kenneth O. Stanley},
title = {Synthetic Petri Dish: {A} Novel Surrogate Model for Rapid Architecture
Search},
journal = {CoRR},
volume = {abs/2005.13092},
year = {2020},
url = {https://arxiv.org/abs/2005.13092},
eprinttype = {arXiv},
eprint = {2005.13092},
timestamp = {Thu, 28 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-13092.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-07495,
author = {Adrien Ecoffet and
Jeff Clune and
Joel Lehman},
title = {Open Questions in Creating Safe Open-ended {AI:} Tensions Between
Control and Creativity},
journal = {CoRR},
volume = {abs/2006.07495},
year = {2020},
url = {https://arxiv.org/abs/2006.07495},
eprinttype = {arXiv},
eprint = {2006.07495},
timestamp = {Wed, 17 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-07495.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/StanleyCLM19,
author = {Kenneth O. Stanley and
Jeff Clune and
Joel Lehman and
Risto Miikkulainen},
title = {Designing neural networks through neuroevolution},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {1},
pages = {24--35},
year = {2019},
url = {https://doi.org/10.1038/s42256-018-0006-z},
doi = {10.1038/S42256-018-0006-Z},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/StanleyCLM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/GajewskiCSL19,
author = {Alexander Gajewski and
Jeff Clune and
Kenneth O. Stanley and
Joel Lehman},
editor = {Anne Auger and
Thomas St{\"{u}}tzle},
title = {Evolvability {ES:} scalable and direct optimization of evolvability},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference,
{GECCO} 2019, Prague, Czech Republic, July 13-17, 2019},
pages = {107--115},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3321707.3321876},
doi = {10.1145/3321707.3321876},
timestamp = {Thu, 04 Jul 2019 11:07:32 +0200},
biburl = {https://dblp.org/rec/conf/gecco/GajewskiCSL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/WangLCS19,
author = {Rui Wang and
Joel Lehman and
Jeff Clune and
Kenneth O. Stanley},
editor = {Anne Auger and
Thomas St{\"{u}}tzle},
title = {{POET:} open-ended coevolution of environments and their optimized
solutions},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference,
{GECCO} 2019, Prague, Czech Republic, July 13-17, 2019},
pages = {142--151},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3321707.3321799},
doi = {10.1145/3321707.3321799},
timestamp = {Tue, 29 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/WangLCS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/MiconiRCS19,
author = {Thomas Miconi and
Aditya Rawal and
Jeff Clune and
Kenneth O. Stanley},
title = {Backpropamine: training self-modifying neural networks with differentiable
neuromodulated plasticity},
booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
New Orleans, LA, USA, May 6-9, 2019},
publisher = {OpenReview.net},
year = {2019},
url = {https://openreview.net/forum?id=r1lrAiA5Ym},
timestamp = {Thu, 25 Jul 2019 13:03:15 +0200},
biburl = {https://dblp.org/rec/conf/iclr/MiconiRCS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/McAllisterKCL19,
author = {Rowan McAllister and
Gregory Kahn and
Jeff Clune and
Sergey Levine},
title = {Robustness to Out-of-Distribution Inputs via Task-Aware Generative
Uncertainty},
booktitle = {International Conference on Robotics and Automation, {ICRA} 2019,
Montreal, QC, Canada, May 20-24, 2019},
pages = {2083--2089},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICRA.2019.8793552},
doi = {10.1109/ICRA.2019.8793552},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/icra/McAllisterKCL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/SuchMLWCLZSBCL19,
author = {Felipe Petroski Such and
Vashisht Madhavan and
Rosanne Liu and
Rui Wang and
Pablo Samuel Castro and
Yulun Li and
Jiale Zhi and
Ludwig Schubert and
Marc G. Bellemare and
Jeff Clune and
Joel Lehman},
editor = {Sarit Kraus},
title = {An Atari Model Zoo for Analyzing, Visualizing, and Comparing Deep
Reinforcement Learning Agents},
booktitle = {Proceedings of the Twenty-Eighth International Joint Conference on
Artificial Intelligence, {IJCAI} 2019, Macao, China, August 10-16,
2019},
pages = {3260--3267},
publisher = {ijcai.org},
year = {2019},
url = {https://doi.org/10.24963/ijcai.2019/452},
doi = {10.24963/IJCAI.2019/452},
timestamp = {Tue, 29 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/SuchMLWCLZSBCL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/lncs/NguyenYC19,
author = {Anh Nguyen and
Jason Yosinski and
Jeff Clune},
editor = {Wojciech Samek and
Gr{\'{e}}goire Montavon and
Andrea Vedaldi and
Lars Kai Hansen and
Klaus{-}Robert M{\"{u}}ller},
title = {Understanding Neural Networks via Feature Visualization: {A} Survey},
booktitle = {Explainable {AI:} Interpreting, Explaining and Visualizing Deep Learning},
series = {Lecture Notes in Computer Science},
volume = {11700},
pages = {55--76},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-28954-6\_4},
doi = {10.1007/978-3-030-28954-6\_4},
timestamp = {Mon, 09 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/lncs/NguyenYC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YuKPMNHEZMCYST19,
author = {Dian Yu and
Chandra Khatri and
Alexandros Papangelis and
Andrea Madotto and
Mahdi Namazifar and
Joost Huizinga and
Adrien Ecoffet and
Huaixiu Zheng and
Piero Molino and
Jeff Clune and
Zhou Yu and
Kenji Sagae and
G{\"{o}}khan T{\"{u}}r},
title = {Commonsense and Semantic-Guided Navigation through Language in Embodied
Environment},
booktitle = {Visually Grounded Interaction and Language (ViGIL), NeurIPS 2019 Workshop,
Vancouver, Canada, December 13, 2019},
year = {2019},
timestamp = {Sat, 20 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/YuKPMNHEZMCYST19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-01753,
author = {Rui Wang and
Joel Lehman and
Jeff Clune and
Kenneth O. Stanley},
title = {Paired Open-Ended Trailblazer {(POET):} Endlessly Generating Increasingly
Complex and Diverse Learning Environments and Their Solutions},
journal = {CoRR},
volume = {abs/1901.01753},
year = {2019},
url = {http://arxiv.org/abs/1901.01753},
eprinttype = {arXiv},
eprint = {1901.01753},
timestamp = {Tue, 29 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-01753.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-10995,
author = {Adrien Ecoffet and
Joost Huizinga and
Joel Lehman and
Kenneth O. Stanley and
Jeff Clune},
title = {Go-Explore: a New Approach for Hard-Exploration Problems},
journal = {CoRR},
volume = {abs/1901.10995},
year = {2019},
url = {http://arxiv.org/abs/1901.10995},
eprinttype = {arXiv},
eprint = {1901.10995},
timestamp = {Sun, 03 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-10995.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-08939,
author = {Anh Nguyen and
Jason Yosinski and
Jeff Clune},
title = {Understanding Neural Networks via Feature Visualization: {A} survey},
journal = {CoRR},
volume = {abs/1904.08939},
year = {2019},
url = {http://arxiv.org/abs/1904.08939},
eprinttype = {arXiv},
eprint = {1904.08939},
timestamp = {Mon, 09 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-08939.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-10985,
author = {Jeff Clune},
title = {AI-GAs: AI-generating algorithms, an alternate paradigm for producing
general artificial intelligence},
journal = {CoRR},
volume = {abs/1905.10985},
year = {2019},
url = {http://arxiv.org/abs/1905.10985},
eprinttype = {arXiv},
eprint = {1905.10985},
timestamp = {Mon, 03 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-10985.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-06077,
author = {Alexander Gajewski and
Jeff Clune and
Kenneth O. Stanley and
Joel Lehman},
title = {Evolvability {ES:} Scalable and Direct Optimization of Evolvability},
journal = {CoRR},
volume = {abs/1907.06077},
year = {2019},
url = {http://arxiv.org/abs/1907.06077},
eprinttype = {arXiv},
eprint = {1907.06077},
timestamp = {Wed, 17 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-06077.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-09716,
author = {Mohammad Sadegh Norouzzadeh and
Dan Morris and
Sara Beery and
Neel Joshi and
Nebojsa Jojic and
Jeff Clune},
title = {A deep active learning system for species identification and counting
in camera trap images},
journal = {CoRR},
volume = {abs/1910.09716},
year = {2019},
url = {http://arxiv.org/abs/1910.09716},
eprinttype = {arXiv},
eprint = {1910.09716},
timestamp = {Wed, 01 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-09716.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-07768,
author = {Felipe Petroski Such and
Aditya Rawal and
Joel Lehman and
Kenneth O. Stanley and
Jeff Clune},
title = {Generative Teaching Networks: Accelerating Neural Architecture Search
by Learning to Generate Synthetic Training Data},
journal = {CoRR},
volume = {abs/1912.07768},
year = {2019},
url = {http://arxiv.org/abs/1912.07768},
eprinttype = {arXiv},
eprint = {1912.07768},
timestamp = {Fri, 03 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-07768.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/alife/HuizingaSC18,
author = {Joost Huizinga and
Kenneth O. Stanley and
Jeff Clune},
title = {The Emergence of Canalization and Evolvability in an Open-Ended, Interactive
Evolutionary System},
journal = {Artif. Life},
volume = {24},
number = {3},
year = {2018},
url = {https://doi.org/10.1162/artl\_a\_00263},
doi = {10.1162/ARTL\_A\_00263},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/alife/HuizingaSC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pnas/NorouzzadehNKSP18,
author = {Mohammad Sadegh Norouzzadeh and
Anh Nguyen and
Margaret Kosmala and
Alexandra Swanson and
Meredith S. Palmer and
Craig Packer and
Jeff Clune},
title = {Automatically identifying, counting, and describing wild animals in
camera-trap images with deep learning},
journal = {Proc. Natl. Acad. Sci. {USA}},
volume = {115},
number = {25},
pages = {E5716--E5725},
year = {2018},
url = {https://doi.org/10.1073/pnas.1719367115},
doi = {10.1073/PNAS.1719367115},
timestamp = {Mon, 09 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pnas/NorouzzadehNKSP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/LehmanCCS18,
author = {Joel Lehman and
Jay Chen and
Jeff Clune and
Kenneth O. Stanley},
editor = {Hern{\'{a}}n E. Aguirre and
Keiki Takadama},
title = {Safe mutations for deep and recurrent neural networks through output
gradients},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference,
{GECCO} 2018, Kyoto, Japan, July 15-19, 2018},
pages = {117--124},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3205455.3205473},
doi = {10.1145/3205455.3205473},
timestamp = {Fri, 02 Aug 2024 15:50:42 +0200},
biburl = {https://dblp.org/rec/conf/gecco/LehmanCCS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/LehmanCCS18a,
author = {Joel Lehman and
Jay Chen and
Jeff Clune and
Kenneth O. Stanley},
editor = {Hern{\'{a}}n E. Aguirre and
Keiki Takadama},
title = {{ES} is more than just a traditional finite-difference approximator},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference,
{GECCO} 2018, Kyoto, Japan, July 15-19, 2018},
pages = {450--457},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3205455.3205474},
doi = {10.1145/3205455.3205474},
timestamp = {Wed, 21 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/LehmanCCS18a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/WangCS18,
author = {Rui Wang and
Jeff Clune and
Kenneth O. Stanley},
editor = {Hern{\'{a}}n E. Aguirre and
Keiki Takadama},
title = {{VINE:} an open source interactive data visualization tool for neuroevolution},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference
Companion, {GECCO} 2018, Kyoto, Japan, July 15-19, 2018},
pages = {1562--1564},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3205651.3208236},
doi = {10.1145/3205651.3208236},
timestamp = {Fri, 02 Aug 2024 15:50:42 +0200},
biburl = {https://dblp.org/rec/conf/gecco/WangCS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MiconiSC18,
author = {Thomas Miconi and
Kenneth O. Stanley and
Jeff Clune},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {Differentiable plasticity: training plastic neural networks with backpropagation},
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 = {3556--3565},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/miconi18a.html},
timestamp = {Wed, 03 Apr 2019 18:17:30 +0200},
biburl = {https://dblp.org/rec/conf/icml/MiconiSC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isalalife/LehmanCM18,
author = {Joel Lehman and
Jeff Clune and
Dusan Misevic},
editor = {Takashi Ikegami and
Nathaniel Virgo and
Olaf Witkowski and
Mizuki Oka and
Reiji Suzuki and
Hiroyuki Iizuka},
title = {The Surprising Creativity of Digital Evolution},
booktitle = {2018 Conference on Artificial Life, {ALIFE} 2018, Tokyo, Japan, July
23-27, 2018},
pages = {55--56},
publisher = {{MIT} Press},
year = {2018},
url = {https://doi.org/10.1162/isal\_a\_00016},
doi = {10.1162/ISAL\_A\_00016},
timestamp = {Tue, 26 Jul 2022 11:58:11 +0200},
biburl = {https://dblp.org/rec/conf/isalalife/LehmanCM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ContiMSLSC18,
author = {Edoardo Conti and
Vashisht Madhavan and
Felipe Petroski Such and
Joel Lehman and
Kenneth O. Stanley and
Jeff Clune},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Improving Exploration in Evolution Strategies for Deep Reinforcement
Learning via a Population of Novelty-Seeking Agents},
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 = {5032--5043},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/b1301141feffabac455e1f90a7de2054-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/ContiMSLSC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-03453,
author = {Joel Lehman and
Jeff Clune and
Dusan Misevic and
Christoph Adami and
Lee Altenberg and
Julie Beaulieu and
Peter J. Bentley and
Samuel Bernard and
Guillaume Beslon and
David M. Bryson and
Patryk Chrabaszcz and
Nick Cheney and
Antoine Cully and
St{\'{e}}phane Doncieux and
Fred C. Dyer and
Kai Olav Ellefsen and
Robert Feldt and
Stephan Fischer and
Stephanie Forrest and
Antoine Fr{\'{e}}noy and
Christian Gagn{\'{e}} and
Leni K. Le Goff and
Laura M. Grabowski and
Babak Hodjat and
Frank Hutter and
Laurent Keller and
Carole Knibbe and
Peter Krcah and
Richard E. Lenski and
Hod Lipson and
Robert MacCurdy and
Carlos Maestre and
Risto Miikkulainen and
Sara Mitri and
David E. Moriarty and
Jean{-}Baptiste Mouret and
Anh Nguyen and
Charles Ofria and
Marc Parizeau and
David P. Parsons and
Robert T. Pennock and
William F. Punch and
Thomas S. Ray and
Marc Schoenauer and
Eric Schulte and
Karl Sims and
Kenneth O. Stanley and
Fran{\c{c}}ois Taddei and
Danesh Tarapore and
Simon Thibault and
Westley Weimer and
Richard A. Watson and
Jason Yosinski},
title = {The Surprising Creativity of Digital Evolution: {A} Collection of
Anecdotes from the Evolutionary Computation and Artificial Life Research
Communities},
journal = {CoRR},
volume = {abs/1803.03453},
year = {2018},
url = {http://arxiv.org/abs/1803.03453},
eprinttype = {arXiv},
eprint = {1803.03453},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-03453.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-02464,
author = {Thomas Miconi and
Jeff Clune and
Kenneth O. Stanley},
title = {Differentiable plasticity: training plastic neural networks with backpropagation},
journal = {CoRR},
volume = {abs/1804.02464},
year = {2018},
url = {http://arxiv.org/abs/1804.02464},
eprinttype = {arXiv},
eprint = {1804.02464},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1804-02464.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-01141,
author = {Rui Wang and
Jeff Clune and
Kenneth O. Stanley},
title = {{VINE:} An Open Source Interactive Data Visualization Tool for Neuroevolution},
journal = {CoRR},
volume = {abs/1805.01141},
year = {2018},
url = {http://arxiv.org/abs/1805.01141},
eprinttype = {arXiv},
eprint = {1805.01141},
timestamp = {Tue, 29 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-01141.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-00553,
author = {Christopher Stanton and
Jeff Clune},
title = {Deep Curiosity Search: Intra-Life Exploration Improves Performance
on Challenging Deep Reinforcement Learning Problems},
journal = {CoRR},
volume = {abs/1806.00553},
year = {2018},
url = {http://arxiv.org/abs/1806.00553},
eprinttype = {arXiv},
eprint = {1806.00553},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-00553.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-03392,
author = {Joost Huizinga and
Jeff Clune},
title = {Evolving Multimodal Robot Behavior via Many Stepping Stones with the
Combinatorial Multi-Objective Evolutionary Algorithm},
journal = {CoRR},
volume = {abs/1807.03392},
year = {2018},
url = {http://arxiv.org/abs/1807.03392},
eprinttype = {arXiv},
eprint = {1807.03392},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1807-03392.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-07069,
author = {Felipe Petroski Such and
Vashisht Madhavan and
Rosanne Liu and
Rui Wang and
Pablo Samuel Castro and
Yulun Li and
Ludwig Schubert and
Marc G. Bellemare and
Jeff Clune and
Joel Lehman},
title = {An Atari Model Zoo for Analyzing, Visualizing, and Comparing Deep
Reinforcement Learning Agents},
journal = {CoRR},
volume = {abs/1812.07069},
year = {2018},
url = {http://arxiv.org/abs/1812.07069},
eprinttype = {arXiv},
eprint = {1812.07069},
timestamp = {Tue, 29 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1812-07069.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-10687,
author = {Rowan McAllister and
Gregory Kahn and
Jeff Clune and
Sergey Levine},
title = {Robustness to Out-of-Distribution Inputs via Task-Aware Generative
Uncertainty},
journal = {CoRR},
volume = {abs/1812.10687},
year = {2018},
url = {http://arxiv.org/abs/1812.10687},
eprinttype = {arXiv},
eprint = {1812.10687},
timestamp = {Wed, 02 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1812-10687.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ploscb/KouvarisCKBW17,
author = {Kostas Kouvaris and
Jeff Clune and
Loizos Kounios and
Markus Brede and
Richard A. Watson},
title = {How evolution learns to generalise: Using the principles of learning
theory to understand the evolution of developmental organisation},
journal = {PLoS Comput. Biol.},
volume = {13},
number = {4},
year = {2017},
url = {https://doi.org/10.1371/journal.pcbi.1005358},
doi = {10.1371/JOURNAL.PCBI.1005358},
timestamp = {Thu, 04 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ploscb/KouvarisCKBW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/NguyenCBDY17,
author = {Anh Nguyen and
Jeff Clune and
Yoshua Bengio and
Alexey Dosovitskiy and
Jason Yosinski},
title = {Plug {\&} Play Generative Networks: Conditional Iterative Generation
of Images in Latent Space},
booktitle = {2017 {IEEE} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2017, Honolulu, HI, USA, July 21-26, 2017},
pages = {3510--3520},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/CVPR.2017.374},
doi = {10.1109/CVPR.2017.374},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/NguyenCBDY17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/NorouzzadehNKSP17,
author = {Mohammad Sadegh Norouzzadeh and
Anh Nguyen and
Margaret Kosmala and
Ali Swanson and
Craig Packer and
Jeff Clune},
title = {Automatically identifying wild animals in camera trap images with
deep learning},
journal = {CoRR},
volume = {abs/1703.05830},
year = {2017},
url = {http://arxiv.org/abs/1703.05830},
eprinttype = {arXiv},
eprint = {1703.05830},
timestamp = {Mon, 09 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/NorouzzadehNKSP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HuizingaSC17,
author = {Joost Huizinga and
Kenneth O. Stanley and
Jeff Clune},
title = {The Emergence of Canalization and Evolvability in an Open-Ended, Interactive
Evolutionary System},
journal = {CoRR},
volume = {abs/1704.05143},
year = {2017},
url = {http://arxiv.org/abs/1704.05143},
eprinttype = {arXiv},
eprint = {1704.05143},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HuizingaSC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/VelezC17,
author = {Roby Velez and
Jeff Clune},
title = {Diffusion-based neuromodulation can eliminate catastrophic forgetting
in simple neural networks},
journal = {CoRR},
volume = {abs/1705.07241},
year = {2017},
url = {http://arxiv.org/abs/1705.07241},
eprinttype = {arXiv},
eprint = {1705.07241},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/VelezC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1712-06560,
author = {Edoardo Conti and
Vashisht Madhavan and
Felipe Petroski Such and
Joel Lehman and
Kenneth O. Stanley and
Jeff Clune},
title = {Improving Exploration in Evolution Strategies for Deep Reinforcement
Learning via a Population of Novelty-Seeking Agents},
journal = {CoRR},
volume = {abs/1712.06560},
year = {2017},
url = {http://arxiv.org/abs/1712.06560},
eprinttype = {arXiv},
eprint = {1712.06560},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1712-06560.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1712-06563,
author = {Joel Lehman and
Jay Chen and
Jeff Clune and
Kenneth O. Stanley},
title = {Safe Mutations for Deep and Recurrent Neural Networks through Output
Gradients},
journal = {CoRR},
volume = {abs/1712.06563},
year = {2017},
url = {http://arxiv.org/abs/1712.06563},
eprinttype = {arXiv},
eprint = {1712.06563},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1712-06563.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1712-06564,
author = {Xingwen Zhang and
Jeff Clune and
Kenneth O. Stanley},
title = {On the Relationship Between the OpenAI Evolution Strategy and Stochastic
Gradient Descent},
journal = {CoRR},
volume = {abs/1712.06564},
year = {2017},
url = {http://arxiv.org/abs/1712.06564},
eprinttype = {arXiv},
eprint = {1712.06564},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1712-06564.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1712-06567,
author = {Felipe Petroski Such and
Vashisht Madhavan and
Edoardo Conti and
Joel Lehman and
Kenneth O. Stanley and
Jeff Clune},
title = {Deep Neuroevolution: Genetic Algorithms Are a Competitive Alternative
for Training Deep Neural Networks for Reinforcement Learning},
journal = {CoRR},
volume = {abs/1712.06567},
year = {2017},
url = {http://arxiv.org/abs/1712.06567},
eprinttype = {arXiv},
eprint = {1712.06567},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1712-06567.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1712-06568,
author = {Joel Lehman and
Jay Chen and
Jeff Clune and
Kenneth O. Stanley},
title = {{ES} Is More Than Just a Traditional Finite-Difference Approximator},
journal = {CoRR},
volume = {abs/1712.06568},
year = {2017},
url = {http://arxiv.org/abs/1712.06568},
eprinttype = {arXiv},
eprint = {1712.06568},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1712-06568.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/alife/TaylorABCHOORSY16,
author = {Tim Taylor and
Joshua Evan Auerbach and
Josh C. Bongard and
Jeff Clune and
Simon J. Hickinbotham and
Charles Ofria and
Mizuki Oka and
Sebastian Risi and
Kenneth O. Stanley and
Jason Yosinski},
title = {WebAL Comes of Age: {A} Review of the First 21 Years of Artificial
Life on the Web},
journal = {Artif. Life},
volume = {22},
number = {3},
pages = {364--407},
year = {2016},
url = {https://doi.org/10.1162/ARTL\_a\_00211},
doi = {10.1162/ARTL\_A\_00211},
timestamp = {Fri, 26 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/alife/TaylorABCHOORSY16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ec/NguyenYC16,
author = {Anh Nguyen and
Jason Yosinski and
Jeff Clune},
title = {Understanding Innovation Engines: Automated Creativity and Improved
Stochastic Optimization via Deep Learning},
journal = {Evol. Comput.},
volume = {24},
number = {3},
pages = {545--572},
year = {2016},
url = {https://doi.org/10.1162/EVCO\_a\_00189},
doi = {10.1162/EVCO\_A\_00189},
timestamp = {Mon, 09 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ec/NguyenYC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ploscb/MengistuHMC16,
author = {Henok Mengistu and
Joost Huizinga and
Jean{-}Baptiste Mouret and
Jeff Clune},
title = {The Evolutionary Origins of Hierarchy},
journal = {PLoS Comput. Biol.},
volume = {12},
number = {6},
year = {2016},
url = {https://doi.org/10.1371/journal.pcbi.1004829},
doi = {10.1371/JOURNAL.PCBI.1004829},
timestamp = {Mon, 25 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ploscb/MengistuHMC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/HuizingaMC16,
author = {Joost Huizinga and
Jean{-}Baptiste Mouret and
Jeff Clune},
editor = {Tobias Friedrich and
Frank Neumann and
Andrew M. Sutton},
title = {Does Aligning Phenotypic and Genotypic Modularity Improve the Evolution
of Neural Networks?},
booktitle = {Proceedings of the 2016 on Genetic and Evolutionary Computation Conference,
Denver, CO, USA, July 20 - 24, 2016},
pages = {125--132},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2908812.2908836},
doi = {10.1145/2908812.2908836},
timestamp = {Tue, 06 Nov 2018 11:06:42 +0100},
biburl = {https://dblp.org/rec/conf/gecco/HuizingaMC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/MengistuLC16,
author = {Henok Mengistu and
Joel Lehman and
Jeff Clune},
editor = {Tobias Friedrich and
Frank Neumann and
Andrew M. Sutton},
title = {Evolvability Search: Directly Selecting for Evolvability in order
to Study and Produce It},
booktitle = {Proceedings of the 2016 on Genetic and Evolutionary Computation Conference,
Denver, CO, USA, July 20 - 24, 2016},
pages = {141--148},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2908812.2908838},
doi = {10.1145/2908812.2908838},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/MengistuLC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/NorouzzadehC16,
author = {Mohammad Sadegh Norouzzadeh and
Jeff Clune},
editor = {Tobias Friedrich and
Frank Neumann and
Andrew M. Sutton},
title = {Neuromodulation Improves the Evolution of Forward Models},
booktitle = {Proceedings of the 2016 on Genetic and Evolutionary Computation Conference,
Denver, CO, USA, July 20 - 24, 2016},
pages = {157--164},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2908812.2908837},
doi = {10.1145/2908812.2908837},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/NorouzzadehC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/TaraporeCCM16,
author = {Danesh Tarapore and
Jeff Clune and
Antoine Cully and
Jean{-}Baptiste Mouret},
editor = {Tobias Friedrich and
Frank Neumann and
Andrew M. Sutton},
title = {How do Different Encodings Influence the Performance of the MAP-Elites
Algorithm?},
booktitle = {Proceedings of the 2016 on Genetic and Evolutionary Computation Conference,
Denver, CO, USA, July 20 - 24, 2016},
pages = {173--180},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2908812.2908875},
doi = {10.1145/2908812.2908875},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/TaraporeCCM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/VelezC16,
author = {Roby Velez and
Jeff Clune},
editor = {Tobias Friedrich and
Frank Neumann and
Andrew M. Sutton},
title = {Identifying Core Functional Networks and Functional Modules within
Artificial Neural Networks via Subsets Regression},
booktitle = {Proceedings of the 2016 on Genetic and Evolutionary Computation Conference,
Denver, CO, USA, July 20 - 24, 2016},
pages = {181--188},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2908812.2908839},
doi = {10.1145/2908812.2908839},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/VelezC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icccrea/LehmanRC16,
author = {Joel Lehman and
Sebastian Risi and
Jeff Clune},
editor = {Fran{\c{c}}ois Pachet and
Am{\'{\i}}lcar Cardoso and
Vincent Corruble and
Fiammetta Ghedini},
title = {Creative Generation of 3D Objects with Deep Learning and Innovation
Engines},
booktitle = {Proceedings of the Seventh International Conference on Computational
Creativity, {ICCC} 2016, UPMC, Paris, France, June 27 - July 1, 2016},
pages = {180--187},
publisher = {Sony {CSL} Paris, France},
year = {2016},
url = {http://www.computationalcreativity.net/iccc2016/wp-content/uploads/2016/01/Creative-Generation-of-3D-Objects-with-Deep-Learning-and-Innovation-Engines.pdf},
timestamp = {Fri, 11 Dec 2020 14:54:50 +0100},
biburl = {https://dblp.org/rec/conf/icccrea/LehmanRC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/NguyenDYBC16,
author = {Anh Mai Nguyen and
Alexey Dosovitskiy and
Jason Yosinski and
Thomas Brox and
Jeff Clune},
editor = {Daniel D. Lee and
Masashi Sugiyama and
Ulrike von Luxburg and
Isabelle Guyon and
Roman Garnett},
title = {Synthesizing the preferred inputs for neurons in neural networks via
deep generator networks},
booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference
on Neural Information Processing Systems 2016, December 5-10, 2016,
Barcelona, Spain},
pages = {3387--3395},
year = {2016},
url = {https://proceedings.neurips.cc/paper/2016/hash/5d79099fcdf499f12b79770834c0164a-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/NguyenDYBC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/corr/LiYCLH15,
author = {Yixuan Li and
Jason Yosinski and
Jeff Clune and
Hod Lipson and
John E. Hopcroft},
editor = {Yoshua Bengio and
Yann LeCun},
title = {Convergent Learning: Do different neural networks learn the same representations?},
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/1511.07543},
timestamp = {Fri, 18 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/LiYCLH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/NguyenYC16,
author = {Anh Mai Nguyen and
Jason Yosinski and
Jeff Clune},
title = {Multifaceted Feature Visualization: Uncovering the Different Types
of Features Learned By Each Neuron in Deep Neural Networks},
journal = {CoRR},
volume = {abs/1602.03616},
year = {2016},
url = {http://arxiv.org/abs/1602.03616},
eprinttype = {arXiv},
eprint = {1602.03616},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/NguyenYC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/NguyenDYBC16,
author = {Anh Mai Nguyen and
Alexey Dosovitskiy and
Jason Yosinski and
Thomas Brox and
Jeff Clune},
title = {Synthesizing the preferred inputs for neurons in neural networks via
deep generator networks},
journal = {CoRR},
volume = {abs/1605.09304},
year = {2016},
url = {http://arxiv.org/abs/1605.09304},
eprinttype = {arXiv},
eprint = {1605.09304},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/NguyenDYBC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/NguyenYBDC16,
author = {Anh Nguyen and
Jason Yosinski and
Yoshua Bengio and
Alexey Dosovitskiy and
Jeff Clune},
title = {Plug {\&} Play Generative Networks: Conditional Iterative Generation
of Images in Latent Space},
journal = {CoRR},
volume = {abs/1612.00005},
year = {2016},
url = {http://arxiv.org/abs/1612.00005},
eprinttype = {arXiv},
eprint = {1612.00005},
timestamp = {Mon, 09 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/NguyenYBDC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nature/CullyCTM15,
author = {Antoine Cully and
Jeff Clune and
Danesh Tarapore and
Jean{-}Baptiste Mouret},
title = {Robots that can adapt like animals},
journal = {Nat.},
volume = {521},
number = {7553},
pages = {503--507},
year = {2015},
url = {https://doi.org/10.1038/nature14422},
doi = {10.1038/NATURE14422},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nature/CullyCTM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ploscb/EllefsenMC15,
author = {Kai Olav Ellefsen and
Jean{-}Baptiste Mouret and
Jeff Clune},
title = {Neural Modularity Helps Organisms Evolve to Learn New Skills without
Forgetting Old Skills},
journal = {PLoS Comput. Biol.},
volume = {11},
number = {4},
year = {2015},
url = {https://doi.org/10.1371/journal.pcbi.1004128},
doi = {10.1371/JOURNAL.PCBI.1004128},
timestamp = {Thu, 10 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ploscb/EllefsenMC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/NguyenYC15,
author = {Anh Mai Nguyen and
Jason Yosinski and
Jeff Clune},
title = {Deep neural networks are easily fooled: High confidence predictions
for unrecognizable images},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
2015, Boston, MA, USA, June 7-12, 2015},
pages = {427--436},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/CVPR.2015.7298640},
doi = {10.1109/CVPR.2015.7298640},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/NguyenYC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/NguyenYC15,
author = {Anh Mai Nguyen and
Jason Yosinski and
Jeff Clune},
editor = {Sara Silva and
Anna Isabel Esparcia{-}Alc{\'{a}}zar},
title = {Innovation Engines: Automated Creativity and Improved Stochastic Optimization
via Deep Learning},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference,
{GECCO} 2015, Madrid, Spain, July 11-15, 2015},
pages = {959--966},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2739480.2754703},
doi = {10.1145/2739480.2754703},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/NguyenYC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccnc/GurbhooKMC15,
author = {Nicholas J. Gurbhoo and
Robert F. Kubichek and
Suresh Muknahallipatna and
Jeff Clune},
title = {A method to improve signal quality in wireless ad-hoc networks with
limited mobility},
booktitle = {International Conference on Computing, Networking and Communications,
{ICNC} 2015, Garden Grove, CA, USA, February 16-19, 2015},
pages = {171--175},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/ICCNC.2015.7069336},
doi = {10.1109/ICCNC.2015.7069336},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccnc/GurbhooKMC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiYCLH15,
author = {Yixuan Li and
Jason Yosinski and
Jeff Clune and
Hod Lipson and
John E. Hopcroft},
title = {Convergent Learning: Do different neural networks learn the same representations?},
booktitle = {Proceedings of the 1st Workshop on Feature Extraction: Modern Questions
and Challenges, {FE} 2015, co-located with the 29th Annual Conference
on Neural Information Processing Systems {(NIPS} 2015), Montreal,
Canada, December 11-12, 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {44},
pages = {196--212},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v44/li15convergent.html},
timestamp = {Fri, 18 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/LiYCLH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MouretC15,
author = {Jean{-}Baptiste Mouret and
Jeff Clune},
title = {Illuminating search spaces by mapping elites},
journal = {CoRR},
volume = {abs/1504.04909},
year = {2015},
url = {http://arxiv.org/abs/1504.04909},
eprinttype = {arXiv},
eprint = {1504.04909},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MouretC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MengistuHMC15,
author = {Henok Mengistu and
Joost Huizinga and
Jean{-}Baptiste Mouret and
Jeff Clune},
title = {The evolutionary origins of hierarchy},
journal = {CoRR},
volume = {abs/1505.06353},
year = {2015},
url = {http://arxiv.org/abs/1505.06353},
eprinttype = {arXiv},
eprint = {1505.06353},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MengistuHMC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/YosinskiCNFL15,
author = {Jason Yosinski and
Jeff Clune and
Anh Mai Nguyen and
Thomas J. Fuchs and
Hod Lipson},
title = {Understanding Neural Networks Through Deep Visualization},
journal = {CoRR},
volume = {abs/1506.06579},
year = {2015},
url = {http://arxiv.org/abs/1506.06579},
eprinttype = {arXiv},
eprint = {1506.06579},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/YosinskiCNFL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aim/BurnsGLVRLCLRHHHJS14,
author = {Gully Burns and
Yolanda Gil and
Yan Liu and
Natalia Villanueva{-}Rosales and
Sebastian Risi and
Joel Lehman and
Jeff Clune and
Christian Lebiere and
Paul S. Rosenbloom and
Frank van Harmelen and
James A. Hendler and
Pascal Hitzler and
Krzysztof Janowicz and
Samarth Swarup},
title = {Reports on the 2013 {AAAI} Fall Symposium Series},
journal = {{AI} Mag.},
volume = {35},
number = {2},
pages = {69--74},
year = {2014},
url = {https://doi.org/10.1609/aimag.v35i2.2538},
doi = {10.1609/AIMAG.V35I2.2538},
timestamp = {Sat, 22 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aim/BurnsGLVRLCLRHHHJS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/expert/LehmanCR14,
author = {Joel Lehman and
Jeff Clune and
Sebastian Risi},
title = {An Anarchy of Methods: Current Trends in How Intelligence Is Abstracted
in {AI}},
journal = {{IEEE} Intell. Syst.},
volume = {29},
number = {6},
pages = {56--62},
year = {2014},
url = {https://doi.org/10.1109/MIS.2014.92},
doi = {10.1109/MIS.2014.92},
timestamp = {Fri, 06 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/expert/LehmanCR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/alife/CluneML14,
author = {Jeff Clune and
Jean{-}Baptiste Mouret and
Hod Lipson},
title = {Summary of "The Evolutionary Origins of Modularity"},
booktitle = {Fourteenth International Conference on the Simulation and Synthesis
of Living Systems, {ALIFE} 2014, New York, NY, USA, July 30 - August
2, 2014},
pages = {41--42},
publisher = {{MIT} Press},
year = {2014},
url = {https://doi.org/10.7551/978-0-262-32621-6-ch007},
doi = {10.7551/978-0-262-32621-6-CH007},
timestamp = {Sun, 03 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/alife/CluneML14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/alife/CheneyCL14,
author = {Nicholas Cheney and
Jeff Clune and
Hod Lipson},
title = {Evolved Electrophysiological Soft Robots},
booktitle = {Fourteenth International Conference on the Simulation and Synthesis
of Living Systems, {ALIFE} 2014, New York, NY, USA, July 30 - August
2, 2014},
pages = {222--229},
publisher = {{MIT} Press},
year = {2014},
url = {https://doi.org/10.7551/978-0-262-32621-6-ch037},
doi = {10.7551/978-0-262-32621-6-CH037},
timestamp = {Sun, 03 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/alife/CheneyCL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/ColemanBC14,
author = {Oliver J. Coleman and
Alan D. Blair and
Jeff Clune},
editor = {Dirk V. Arnold},
title = {Automated generation of environments to test the general learning
capabilities of {AI} agents},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} '14, Vancouver,
BC, Canada, July 12-16, 2014},
pages = {161--168},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2576768.2598257},
doi = {10.1145/2576768.2598257},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/ColemanBC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/LiSC14,
author = {Jingyu Li and
Jed Storie and
Jeff Clune},
editor = {Dirk V. Arnold},
title = {Encouraging creative thinking in robots improves their ability to
solve challenging problems},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} '14, Vancouver,
BC, Canada, July 12-16, 2014},
pages = {193--200},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2576768.2598222},
doi = {10.1145/2576768.2598222},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/LiSC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/HuizingaCM14,
author = {Joost Huizinga and
Jeff Clune and
Jean{-}Baptiste Mouret},
editor = {Dirk V. Arnold},
title = {Evolving neural networks that are both modular and regular: HyperNEAT
plus the connection cost technique},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} '14, Vancouver,
BC, Canada, July 12-16, 2014},
pages = {697--704},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2576768.2598232},
doi = {10.1145/2576768.2598232},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/HuizingaCM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/VelezC14,
author = {Roby Velez and
Jeff Clune},
editor = {Dirk V. Arnold},
title = {Novelty search creates robots with general skills for exploration},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} '14, Vancouver,
BC, Canada, July 12-16, 2014},
pages = {737--744},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2576768.2598225},
doi = {10.1145/2576768.2598225},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/VelezC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YosinskiCBL14,
author = {Jason Yosinski and
Jeff Clune and
Yoshua Bengio and
Hod Lipson},
editor = {Zoubin Ghahramani and
Max Welling and
Corinna Cortes and
Neil D. Lawrence and
Kilian Q. Weinberger},
title = {How transferable are features in deep neural networks?},
booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference
on Neural Information Processing Systems 2014, December 8-13 2014,
Montreal, Quebec, Canada},
pages = {3320--3328},
year = {2014},
url = {https://proceedings.neurips.cc/paper/2014/hash/375c71349b295fbe2dcdca9206f20a06-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/YosinskiCBL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/CullyCM14,
author = {Antoine Cully and
Jeff Clune and
Jean{-}Baptiste Mouret},
title = {Robots that can adapt like natural animals},
journal = {CoRR},
volume = {abs/1407.3501},
year = {2014},
url = {http://arxiv.org/abs/1407.3501},
eprinttype = {arXiv},
eprint = {1407.3501},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/CullyCM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/YosinskiCBL14,
author = {Jason Yosinski and
Jeff Clune and
Yoshua Bengio and
Hod Lipson},
title = {How transferable are features in deep neural networks?},
journal = {CoRR},
volume = {abs/1411.1792},
year = {2014},
url = {http://arxiv.org/abs/1411.1792},
eprinttype = {arXiv},
eprint = {1411.1792},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/YosinskiCBL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/NguyenYC14,
author = {Anh Mai Nguyen and
Jason Yosinski and
Jeff Clune},
title = {Deep Neural Networks are Easily Fooled: High Confidence Predictions
for Unrecognizable Images},
journal = {CoRR},
volume = {abs/1412.1897},
year = {2014},
url = {http://arxiv.org/abs/1412.1897},
eprinttype = {arXiv},
eprint = {1412.1897},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/NguyenYC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaaifs/RisiLC13,
author = {Sebastian Risi and
Joel Lehman and
Jeff Clune},
title = {Organizing Committee},
booktitle = {2013 {AAAI} Fall Symposia, Arlington, Virginia, USA, November 15-17,
2013},
publisher = {{AAAI} Press},
year = {2013},
url = {http://www.aaai.org/ocs/index.php/FSS/FSS13/paper/view/7648},
timestamp = {Wed, 14 Nov 2018 17:35:28 +0100},
biburl = {https://dblp.org/rec/conf/aaaifs/RisiLC13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaaifs/RisiLC13a,
author = {Sebastian Risi and
Joel Lehman and
Jeff Clune},
title = {Preface},
booktitle = {2013 {AAAI} Fall Symposia, Arlington, Virginia, USA, November 15-17,
2013},
publisher = {{AAAI} Press},
year = {2013},
url = {http://www.aaai.org/ocs/index.php/FSS/FSS13/paper/view/7649},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaaifs/RisiLC13a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/CluneCL13,
author = {Jeff Clune and
Anthony Chen and
Hod Lipson},
title = {Upload any object and evolve it: Injecting complex geometric patterns
into {CPPNS} for further evolution},
booktitle = {Proceedings of the {IEEE} Congress on Evolutionary Computation, {CEC}
2013, Cancun, Mexico, June 20-23, 2013},
pages = {3395--3402},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/CEC.2013.6557986},
doi = {10.1109/CEC.2013.6557986},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cec/CluneCL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/evoW/LeeYGLC13,
author = {Suchan Lee and
Jason Yosinski and
Kyrre Glette and
Hod Lipson and
Jeff Clune},
editor = {Anna Isabel Esparcia{-}Alc{\'{a}}zar},
title = {Evolving Gaits for Physical Robots with the HyperNEAT Generative Encoding:
The Benefits of Simulation},
booktitle = {Applications of Evolutionary Computation - 16th European Conference,
EvoApplications 2013, Vienna, Austria, April 3-5, 2013. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7835},
pages = {540--549},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-37192-9\_54},
doi = {10.1007/978-3-642-37192-9\_54},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/evoW/LeeYGLC13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/CluneML13,
author = {Jeff Clune and
Jean{-}Baptiste Mouret and
Hod Lipson},
editor = {Christian Blum and
Enrique Alba},
title = {Summary of "the evolutionary origins of modularity"},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} '13, Amsterdam,
The Netherlands, July 6-10, 2013, Companion Material Proceedings},
pages = {23--24},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2464576.2464596},
doi = {10.1145/2464576.2464596},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/CluneML13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/CluneMOLES13,
author = {Jeff Clune and
Dusan Misevic and
Charles Ofria and
Richard E. Lenski and
Santiago F. Elena and
Rafael Sanju{\'{a}}n},
editor = {Christian Blum and
Enrique Alba},
title = {Natural selection fails to optimize mutation rates for long-term adaptation
on rugged fitness landscapes},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} '13, Amsterdam,
The Netherlands, July 6-10, 2013, Companion Material Proceedings},
pages = {25--26},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2464576.2464597},
doi = {10.1145/2464576.2464597},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/CluneMOLES13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/CheneyMCL13,
author = {Nick Cheney and
Robert MacCurdy and
Jeff Clune and
Hod Lipson},
editor = {Christian Blum and
Enrique Alba},
title = {Unshackling evolution: evolving soft robots with multiple materials
and a powerful generative encoding},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} '13, Amsterdam,
The Netherlands, July 6-10, 2013},
pages = {167--174},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2463372.2463404},
doi = {10.1145/2463372.2463404},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/CheneyMCL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1304-4889,
author = {Nick Cheney and
Jeff Clune and
Jason Yosinski and
Hod Lipson},
title = {Hands-free Evolution of 3D-printable Objects via Eye Tracking},
journal = {CoRR},
volume = {abs/1304.4889},
year = {2013},
url = {http://arxiv.org/abs/1304.4889},
eprinttype = {arXiv},
eprint = {1304.4889},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1304-4889.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/alife/LohmannYGCBL12,
author = {Sara Lohmann and
Jason Yosinski and
Eric Gold and
Jeff Clune and
Jeremy Blum and
Hod Lipson},
editor = {Christoph Adami and
David M. Bryson and
Charles Ofria and
Robert T. Pennock},
title = {Aracna: An Open-Source Quadruped Platform for Evolutionary Robotics},
booktitle = {Proceedings of the Thirteenth International Conference on the Simulation
and Synthesis of Living Systems, {ALIFE} 2012, East Lansing, Michigan,
USA, July 19-22, 2012},
publisher = {{MIT} Press},
year = {2012},
url = {https://doi.org/10.7551/978-0-262-31050-5-ch051},
doi = {10.7551/978-0-262-31050-5-CH051},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/alife/LohmannYGCBL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1207-2743,
author = {Jeff Clune and
Jean{-}Baptiste Mouret and
Hod Lipson},
title = {The evolutionary origins of modularity},
journal = {CoRR},
volume = {abs/1207.2743},
year = {2012},
url = {http://arxiv.org/abs/1207.2743},
eprinttype = {arXiv},
eprint = {1207.2743},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1207-2743.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tec/CluneSPO11,
author = {Jeff Clune and
Kenneth O. Stanley and
Robert T. Pennock and
Charles Ofria},
title = {On the Performance of Indirect Encoding Across the Continuum of Regularity},
journal = {{IEEE} Trans. Evol. Comput.},
volume = {15},
number = {3},
pages = {346--367},
year = {2011},
url = {https://doi.org/10.1109/TEVC.2010.2104157},
doi = {10.1109/TEVC.2010.2104157},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tec/CluneSPO11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecal/CluneL11,
author = {Jeff Clune and
Hod Lipson},
editor = {Tom Lenaerts and
Mario Giacobini and
Hugues Bersini and
Paul Bourgine and
Marco Dorigo and
Ren{\'{e}} Doursat},
title = {Evolving three-dimensional objects with a generative encoding inspired
by developmental biology},
booktitle = {Advances in Artificial Life: 20th Anniversary Edition - Back to the
Origins of Alife, {ECAL} 2011, Paris, France, August 8-12, 2011},
pages = {141--148},
publisher = {{MIT} Press},
year = {2011},
url = {http://mitpress.mit.edu/sites/default/files/titles/alife/0262297140chap24.pdf},
timestamp = {Thu, 07 Jul 2022 15:49:20 +0200},
biburl = {https://dblp.org/rec/conf/ecal/CluneL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecal/CluneGOP11,
author = {Jeff Clune and
Heather J. Goldsby and
Charles Ofria and
Robert T. Pennock},
editor = {Tom Lenaerts and
Mario Giacobini and
Hugues Bersini and
Paul Bourgine and
Marco Dorigo and
Ren{\'{e}} Doursat},
title = {Selective pressures for accurate altruism targeting: evidence from
digital evolution for difficult-to-test aspects of inclusive fitness
theory},
booktitle = {Advances in Artificial Life: 20th Anniversary Edition - Back to the
Origins of Alife, {ECAL} 2011, Paris, France, August 8-12, 2011},
pages = {149--150},
publisher = {{MIT} Press},
year = {2011},
url = {http://mitpress.mit.edu/sites/default/files/titles/alife/0262297140chap25.pdf},
timestamp = {Thu, 07 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecal/CluneGOP11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecal/CluneMOLES11,
author = {Jeff Clune and
Dusan Misevic and
Charles Ofria and
Richard E. Lenski and
Santiago F. Elena and
Rafael Sanju{\'{a}}n},
editor = {Tom Lenaerts and
Mario Giacobini and
Hugues Bersini and
Paul Bourgine and
Marco Dorigo and
Ren{\'{e}} Doursat},
title = {Natural selection fails to optimize mutation rates for long-term adaptation
on rugged fitness landscapes},
booktitle = {Advances in Artificial Life: 20th Anniversary Edition - Back to the
Origins of Alife, {ECAL} 2011, Paris, France, August 8-12, 2011},
pages = {151--152},
publisher = {{MIT} Press},
year = {2011},
url = {http://mitpress.mit.edu/sites/default/files/titles/alife/0262297140chap26.pdf},
timestamp = {Thu, 07 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecal/CluneMOLES11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecal/YosinskiCHNZL11,
author = {Jason Yosinski and
Jeff Clune and
Diana Hidalgo and
Sarah Nguyen and
Juan Crist{\'{o}}bal Zagal and
Hod Lipson},
editor = {Tom Lenaerts and
Mario Giacobini and
Hugues Bersini and
Paul Bourgine and
Marco Dorigo and
Ren{\'{e}} Doursat},
title = {Evolving robot gaits in hardware: the HyperNEAT generative encoding
vs. parameter optimization},
booktitle = {Advances in Artificial Life: 20th Anniversary Edition - Back to the
Origins of Alife, {ECAL} 2011, Paris, France, August 8-12, 2011},
pages = {890--897},
publisher = {{MIT} Press},
year = {2011},
url = {http://mitpress.mit.edu/sites/default/files/titles/alife/0262297140chap134.pdf},
timestamp = {Thu, 07 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecal/YosinskiCHNZL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/YosinskiCHNZL11,
author = {Jason Yosinski and
Jeff Clune and
Diana Hidalgo and
Sarah Nguyen and
Juan Crist{\'{o}}bal Zagal and
Hod Lipson},
editor = {Natalio Krasnogor and
Pier Luca Lanzi},
title = {Generating gaits for physical quadruped robots: evolved neural networks
vs. local parameterized search},
booktitle = {13th Annual Genetic and Evolutionary Computation Conference, {GECCO}
2011, Companion Material Proceedings, Dublin, Ireland, July 12-16,
2011},
pages = {31--32},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2001858.2001876},
doi = {10.1145/2001858.2001876},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/YosinskiCHNZL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/SuchorzewskiC11,
author = {Marcin Suchorzewski and
Jeff Clune},
editor = {Natalio Krasnogor and
Pier Luca Lanzi},
title = {A novel generative encoding for evolving modular, regular and scalable
networks},
booktitle = {13th Annual Genetic and Evolutionary Computation Conference, {GECCO}
2011, Proceedings, Dublin, Ireland, July 12-16, 2011},
pages = {1523--1530},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2001576.2001781},
doi = {10.1145/2001576.2001781},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/SuchorzewskiC11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/CluneBMO10,
author = {Jeff Clune and
Benjamin E. Beckmann and
Philip K. McKinley and
Charles Ofria},
editor = {Martin Pelikan and
J{\"{u}}rgen Branke},
title = {Investigating whether hyperNEAT produces modular neural networks},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2010, Proceedings,
Portland, Oregon, USA, July 7-11, 2010},
pages = {635--642},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1830483.1830598},
doi = {10.1145/1830483.1830598},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/CluneBMO10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/BeckmannCO10,
author = {Benjamin E. Beckmann and
Jeff Clune and
Charles Ofria},
editor = {Martin Pelikan and
J{\"{u}}rgen Branke},
title = {Digital evolution with avida},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2010, Proceedings,
Portland, Oregon, USA, July 7-11, 2010, Companion Material},
pages = {2917--2926},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1830761.1830923},
doi = {10.1145/1830761.1830923},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/BeckmannCO10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/CluneBOP09,
author = {Jeff Clune and
Benjamin E. Beckmann and
Charles Ofria and
Robert T. Pennock},
title = {Evolving coordinated quadruped gaits with the HyperNEAT generative
encoding},
booktitle = {Proceedings of the {IEEE} Congress on Evolutionary Computation, {CEC}
2009, Trondheim, Norway, 18-21 May, 2009},
pages = {2764--2771},
publisher = {{IEEE}},
year = {2009},
url = {https://doi.org/10.1109/CEC.2009.4983289},
doi = {10.1109/CEC.2009.4983289},
timestamp = {Thu, 16 Dec 2021 14:01:55 +0100},
biburl = {https://dblp.org/rec/conf/cec/CluneBOP09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecal/GoldsbyKCMO09,
author = {Heather Goldsby and
David B. Knoester and
Jeff Clune and
Philip K. McKinley and
Charles Ofria},
editor = {George Kampis and
Istv{\'{a}}n Karsai and
E{\"{o}}rs Szathm{\'{a}}ry},
title = {The Evolution of Division of Labor},
booktitle = {Advances in Artificial Life. Darwin Meets von Neumann - 10th European
Conference, {ECAL} 2009, Budapest, Hungary, September 13-16, 2009,
Revised Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {5778},
pages = {10--18},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-21314-4\_2},
doi = {10.1007/978-3-642-21314-4\_2},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecal/GoldsbyKCMO09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecal/CluneBPO09,
author = {Jeff Clune and
Benjamin E. Beckmann and
Robert T. Pennock and
Charles Ofria},
editor = {George Kampis and
Istv{\'{a}}n Karsai and
E{\"{o}}rs Szathm{\'{a}}ry},
title = {HybrID: {A} Hybridization of Indirect and Direct Encodings for Evolutionary
Computation},
booktitle = {Advances in Artificial Life. Darwin Meets von Neumann - 10th European
Conference, {ECAL} 2009, Budapest, Hungary, September 13-16, 2009,
Revised Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {5778},
pages = {134--141},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-21314-4\_17},
doi = {10.1007/978-3-642-21314-4\_17},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecal/CluneBPO09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/GoldsbyGCO09,
author = {Heather Goldsby and
Sherri Goings and
Jeff Clune and
Charles Ofria},
editor = {Franz Rothlauf},
title = {Problem decomposition using indirect reciprocity in evolved populations},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2009, Proceedings,
Montreal, Qu{\'{e}}bec, Canada, July 8-12, 2009},
pages = {105--112},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1569901.1569917},
doi = {10.1145/1569901.1569917},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/GoldsbyGCO09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/CluneOP09,
author = {Jeff Clune and
Charles Ofria and
Robert T. Pennock},
editor = {Franz Rothlauf},
title = {The sensitivity of HyperNEAT to different geometric representations
of a problem},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2009, Proceedings,
Montreal, Qu{\'{e}}bec, Canada, July 8-12, 2009},
pages = {675--682},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1569901.1569995},
doi = {10.1145/1569901.1569995},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/CluneOP09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ploscb/CluneMOLES08,
author = {Jeff Clune and
Dusan Misevic and
Charles Ofria and
Richard E. Lenski and
Santiago F. Elena and
Rafael Sanju{\'{a}}n},
title = {Natural Selection Fails to Optimize Mutation Rates for Long-Term Adaptation
on Rugged Fitness Landscapes},
journal = {PLoS Comput. Biol.},
volume = {4},
number = {9},
year = {2008},
url = {https://doi.org/10.1371/journal.pcbi.1000187},
doi = {10.1371/JOURNAL.PCBI.1000187},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ploscb/CluneMOLES08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/CluneOP08,
author = {Jeff Clune and
Charles Ofria and
Robert T. Pennock},
editor = {Conor Ryan and
Maarten Keijzer},
title = {How generative encodings fare on less regular problems},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2008, Proceedings,
Atlanta, GA, USA, July 12-16, 2008},
pages = {867--868},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1389095.1389263},
doi = {10.1145/1389095.1389263},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/CluneOP08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppsn/CluneOP08,
author = {Jeff Clune and
Charles Ofria and
Robert T. Pennock},
editor = {G{\"{u}}nter Rudolph and
Thomas Jansen and
Simon M. Lucas and
Carlo Poloni and
Nicola Beume},
title = {How a Generative Encoding Fares as Problem-Regularity Decreases},
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 = {358--367},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-87700-4\_36},
doi = {10.1007/978-3-540-87700-4\_36},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ppsn/CluneOP08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecal/CluneOP07,
author = {Jeff Clune and
Charles Ofria and
Robert T. Pennock},
editor = {Fernando Almeida e Costa and
Luis Mateus Rocha and
Ernesto Costa and
Inman Harvey and
Ant{\'{o}}nio Coutinho},
title = {Investigating the Emergence of Phenotypic Plasticity in Evolving Digital
Organisms},
booktitle = {Advances in Artificial Life, 9th European Conference, {ECAL} 2007,
Lisbon, Portugal, September 10-14, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4648},
pages = {74--83},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-74913-4\_8},
doi = {10.1007/978-3-540-74913-4\_8},
timestamp = {Sun, 02 Oct 2022 15:59:28 +0200},
biburl = {https://dblp.org/rec/conf/ecal/CluneOP07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/CluneGPG05,
author = {Jeff Clune and
Sherri Goings and
Bill Punch and
Eric Goodman},
editor = {Franz Rothlauf},
title = {Investigations in meta-GAs: panaceas or pipe dreams?},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2005, Workshop
Proceedings, Washington DC, USA, June 25-26, 2005},
pages = {235--241},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102256.1102311},
doi = {10.1145/1102256.1102311},
timestamp = {Fri, 02 Aug 2024 15:50:42 +0200},
biburl = {https://dblp.org/rec/conf/gecco/CluneGPG05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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