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Jeff Clune, Ph.D. - Publications

Affiliations: 
Computer Science University of Wyoming, Laramie, WY, United States 
Area:
Evolving Artificial Intelligence, Evolutionary Computation, Neural Networks, Computational Evolutionary Biology, Digital Evolution, Artificial Life, Robotics
Website:
http://JeffClune.com
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38 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2021 Huizinga J, Clune J. Evolving Multimodal Robot Behavior via Many Stepping Stones with the Combinatorial Multi-Objective Evolutionary Algorithm. Evolutionary Computation. 1-34. PMID 34818410 DOI: 10.1162/evco_a_00301  0.592
2021 Ecoffet A, Huizinga J, Lehman J, Stanley KO, Clune J. First return, then explore. Nature. 590: 580-586. PMID 33627813 DOI: 10.1038/s41586-020-03157-9  0.554
2020 Lehman J, Clune J, Misevic D. The Surprising Creativity of Digital Evolution: A Collection of Anecdotes from the Evolutionary Computation and Artificial Life Research Communities. Artificial Life. 1-33. PMID 32271631 DOI: 10.1162/Artl_A_00319  0.741
2019 Stanley KO, Clune J, Lehman J, Miikkulainen R. Designing neural networks through neuroevolution Nature Machine Intelligence. 1: 24-35. DOI: 10.1038/S42256-018-0006-Z  0.577
2018 Huizinga J, Stanley KO, Clune J. The Emergence of Canalization and Evolvability in an Open-Ended, Interactive Evolutionary System. Artificial Life. 24: 157-181. PMID 30485140 DOI: 10.1162/Artl_A_00263  0.73
2017 Kouvaris K, Clune J, Kounios L, Brede M, Watson RA. How evolution learns to generalise: Using the principles of learning theory to understand the evolution of developmental organisation. Plos Computational Biology. 13: e1005358. PMID 28384156 DOI: 10.1371/Journal.Pcbi.1005358  0.35
2017 Helms L, Clune J. Improving HybrID: How to best combine indirect and direct encoding in evolutionary algorithms. Plos One. 12: e0174635. PMID 28334002 DOI: 10.1371/Journal.Pone.0174635  0.38
2016 Stanton C, Clune J. Curiosity Search: Producing Generalists by Encouraging Individuals to Continually Explore and Acquire Skills throughout Their Lifetime. Plos One. 11: e0162235. PMID 27589267 DOI: 10.1371/Journal.Pone.0162235  0.316
2016 Taylor T, Auerbach JE, Bongard J, Clune J, Hickinbotham S, Ofria C, Oka M, Risi S, Stanley KO, Yosinski J. WebAL Comes of Age: A Review of the First 21 Years of Artificial Life on the Web. Artificial Life. 364-407. PMID 27472416 DOI: 10.1162/Artl_A_00211  0.68
2016 Nguyen A, Yosinski J, Clune J. Understanding Innovation Engines: Automated Creativity and Improved Stochastic Optimization via Deep Learning. Evolutionary Computation. PMID 27367139 DOI: 10.1162/Evco_A_00189  0.341
2016 Mengistu H, Huizinga J, Mouret JB, Clune J. The Evolutionary Origins of Hierarchy. Plos Computational Biology. 12: e1004829. PMID 27280881 DOI: 10.1371/Journal.Pcbi.1004829  0.697
2015 Cully A, Clune J, Tarapore D, Mouret JB. Robots that can adapt like animals. Nature. 521: 503-7. PMID 26017452 DOI: 10.1038/Nature14422  0.527
2015 Ellefsen KO, Mouret JB, Clune J. Neural modularity helps organisms evolve to learn new skills without forgetting old skills. Plos Computational Biology. 11: e1004128. PMID 25837826 DOI: 10.1371/Journal.Pcbi.1004128  0.543
2014 Cheney N, Clune J, Lipson H. Evolved Electrophysiological Soft Robots Artificial Life. 222-229. DOI: 10.7551/978-0-262-32621-6-Ch037  0.481
2014 Huizinga J, Mouret JB, Clune J. Evolving neural networks that are both modular and regular: Hyperneat plus the connection cost technique Gecco 2014 - Proceedings of the 2014 Genetic and Evolutionary Computation Conference. 697-704. DOI: 10.1145/2576768.2598232  0.644
2014 Yosinski J, Clune J, Bengio Y, Lipson H. How transferable are features in deep neural networks? Advances in Neural Information Processing Systems. 4: 3320-3328.  0.44
2013 Clune J, Mouret JB, Lipson H. The evolutionary origins of modularity. Proceedings. Biological Sciences / the Royal Society. 280: 20122863. PMID 23363632 DOI: 10.1098/Rspb.2012.2863  0.673
2013 Clune J, Mouret JB, Lipson H. Summary of the evolutionary origins of modularity Gecco 2013 - Proceedings of the 2013 Genetic and Evolutionary Computation Conference Companion. 23. DOI: 10.7551/978-0-262-32621-6-Ch007  0.667
2013 Cheney N, MacCurdy R, Clune J, Lipson H. Unshackling evolution: Evolving soft robots with multiple materials and a powerful generative encoding Gecco 2013 - Proceedings of the 2013 Genetic and Evolutionary Computation Conference. 167-174. DOI: 10.1145/2661735.2661737  0.558
2013 Clune J, Chen A, Lipson H. Upload any object and evolve it: Injecting complex geometric patterns into CPPNS for further evolution 2013 Ieee Congress On Evolutionary Computation, Cec 2013. 3395-3402. DOI: 10.1109/CEC.2013.6557986  0.448
2013 Lee S, Yosinski J, Glette K, Lipson H, Clune J. Evolving gaits for physical robots with the HyperNEAT generative encoding: The benefits of simulation Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 7835: 540-549. DOI: 10.1007/978-3-642-37192-9-54  0.439
2012 Clune J, Pennock RT, Ofria C, Lenski RE. Ontogeny tends to recapitulate phylogeny in digital organisms. The American Naturalist. 180: E54-63. PMID 22854085 DOI: 10.1086/666984  0.744
2012 Lohmann S, Yosinski J, Gold E, Clune J, Blum J, Lipson H. Aracna: An open-source quadruped platform for evolutionary robotics Artificial Life 13: Proceedings of the 13th International Conference On the Simulation and Synthesis of Living Systems, Alife 2012. 387-392. DOI: 10.7551/978-0-262-31050-5-Ch051  0.523
2011 Clune J, Goldsby HJ, Ofria C, Pennock RT. Selective pressures for accurate altruism targeting: evidence from digital evolution for difficult-to-test aspects of inclusive fitness theory. Proceedings. Biological Sciences / the Royal Society. 278: 666-74. PMID 20843843 DOI: 10.1098/Rspb.2010.1557  0.728
2011 Clune J, Lipson H. Evolving 3D objects with a generative encoding inspired by developmental biology Acm Sigevolution. 5: 2-12. DOI: 10.1145/2078245.2078246  0.514
2011 Yosinski J, Clune J, Hidalgo D, Nguyen S, Zagal JC, Lipson H. Generating gaits for physical quadruped robots: Evolved neural networks vs. local parameterized search Genetic and Evolutionary Computation Conference, Gecco'11 - Companion Publication. 31-32. DOI: 10.1145/2001858.2001876  0.47
2011 Clune J, Stanley KO, Pennock RT, Ofria C. On the performance of indirect encoding across the continuum of regularity Ieee Transactions On Evolutionary Computation. 15: 346-367. DOI: 10.1109/Tevc.2010.2104157  0.774
2011 Goldsby HJ, Knoester DB, Clune J, McKinley PK, Ofria C. The evolution of division of labor Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 5778: 10-18. DOI: 10.1007/978-3-642-21314-4_2  0.743
2011 Clune J, Beckmann BE, Pennock RT, Ofria C. HybrID: A hybridization of indirect and direct encodings for evolutionary computation Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 5778: 134-141. DOI: 10.1007/978-3-642-21314-4_17  0.715
2010 Beckmann BE, Clune J, Ofria C. Digital evolution with avida Proceedings of the 12th Annual Genetic and Evolutionary Computation Conference, Gecco '10 - Companion Publication. 2917-2925. DOI: 10.1145/1830761.1830923  0.562
2010 Clune J, Beckmann BE, McKinley PK, Ofria C. Investigating whether HyperNEAT produces modular neural networks Proceedings of the 12th Annual Genetic and Evolutionary Computation Conference, Gecco '10. 635-642. DOI: 10.1145/1830483.1830598  0.552
2009 Clune J, Ofria C, Pennock RT. The sensitivity of HyperNEAT to different geometric representations of a problem Proceedings of the 11th Annual Genetic and Evolutionary Computation Conference, Gecco-2009. 675-682. DOI: 10.1145/1569901.1569995  0.723
2009 Goldsby HJ, Goings S, Clune J, Ofria C. Problem decomposition using indirect reciprocity in evolved populations Proceedings of the 11th Annual Genetic and Evolutionary Computation Conference, Gecco-2009. 105-112. DOI: 10.1145/1569901.1569917  0.726
2009 Clune J, Beckmann BE, Ofria C, Pennock RT. Evolving coordinated quadruped gaits with the hyperNEAT generative encoding 2009 Ieee Congress On Evolutionary Computation, Cec 2009. 2764-2771. DOI: 10.1109/CEC.2009.4983289  0.718
2008 Clune J, Misevic D, Ofria C, Lenski RE, Elena SF, Sanjuán R. Natural selection fails to optimize mutation rates for long-term adaptation on rugged fitness landscapes. Plos Computational Biology. 4: e1000187. PMID 18818724 DOI: 10.1371/journal.pcbi.1000187  0.724
2008 Clune J, Ofria C, Pennock RT. How a generative encoding fares as problem-regularity decreases Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 5199: 358-367. DOI: 10.1007/978-3-540-87700-4_36  0.737
2008 Clune J, Ofria C, Pennock RT. How generative encodings fare on less regular problems Gecco'08: Proceedings of the 10th Annual Conference On Genetic and Evolutionary Computation 2008. 867-868.  0.738
2007 Clune J, Ofria C, Pennock RT. Investigating the emergence of phenotypic plasticity in evolving digital organisms Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 4648: 74-83.  0.713
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