{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T04:34:09Z","timestamp":1750221249022,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":39,"publisher":"ACM","license":[{"start":{"date-parts":[[2018,7,2]],"date-time":"2018-07-02T00:00:00Z","timestamp":1530489600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"DOI":"10.13039\/100000185","name":"Defense Advanced Research Projects Agency","doi-asserted-by":"publisher","award":["HR0011-18-2-0022"],"award-info":[{"award-number":["HR0011-18-2-0022"]}],"id":[{"id":"10.13039\/100000185","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2018,7,2]]},"DOI":"10.1145\/3205455.3205615","type":"proceedings-article","created":{"date-parts":[[2018,7,3]],"date-time":"2018-07-03T12:30:37Z","timestamp":1530621037000},"page":"386-393","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["Combating catastrophic forgetting with developmental compression"],"prefix":"10.1145","author":[{"given":"Shawn L. E.","family":"Beaulieu","sequence":"first","affiliation":[{"name":"University of Vermont"}]},{"given":"Sam","family":"Kriegman","sequence":"additional","affiliation":[{"name":"University of Vermont"}]},{"given":"Josh C.","family":"Bongard","sequence":"additional","affiliation":[{"name":"University of Vermont"}]}],"member":"320","published-online":{"date-parts":[[2018,7,2]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.1015390108"},{"key":"e_1_3_2_1_2_1","volume-title":"Morpho-functional Machines: The New Species (Designing Embodied Intelligence)","author":"Bongard J.","year":"2003","unstructured":"J. Bongard and R. Pfeifer. 2003. Evolving complete agents using artificial ontogeny. Morpho-functional Machines: The New Species (Designing Embodied Intelligence) (2003), 237--258."},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCC.2013.2247754"},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1098\/rspb.2012.2863"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1016\/0303-2647(90)90030-5"},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-45823-6_75"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2013.2281535"},{"key":"e_1_3_2_1_8_1","volume-title":"Proceedings of the Fourth International Workshop on the Synthesis and Simulation of Living Systems","author":"Dellaert F.","year":"1994","unstructured":"F. Dellaert and R.D. Beer. 1994. Toward an evolvable model of development for autonomous agent synthesis. Artificial Life TV, Proceedings of the Fourth International Workshop on the Synthesis and Simulation of Living Systems (1994)."},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.5555\/646257.685555"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pcbi.1004128"},{"key":"e_1_3_2_1_11_1","volume-title":"Neural Modularity Reduces Catastrophic Forgetting. The Evolution of Learning: Balancing Adaptivity and Stability in Artificial Agents","author":"Ellefsen Kai Olav","year":"2014","unstructured":"Kai Olav Ellefsen, Jean-Baptiste Mouret, and Jeff Clune. 2014. Neural Modularity Reduces Catastrophic Forgetting. The Evolution of Learning: Balancing Adaptivity and Stability in Artificial Agents (2014), 111."},{"key":"e_1_3_2_1_12_1","volume-title":"IMPALA: Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures. arXiv preprint arXiv:1802.01561","author":"Espeholt Lasse","year":"2018","unstructured":"Lasse Espeholt, Hubert Soyer, Remi Munos, Karen Simonyan, Volodymir Mnih, Tom Ward, Yotam Doron, Vlad Firoiu, Tim Harley, Iain Dunning, Shane Legg, and Koray Kavukcuoglu. 2018. IMPALA: Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures. arXiv preprint arXiv:1802.01561 (2018)."},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pcbi.1000719"},{"key":"e_1_3_2_1_14_1","volume-title":"Pathnet: Evolution channels gradient descent in super neural networks. arXiv preprint arXiv:1701.08734","author":"Fernando Chrisantha","year":"2017","unstructured":"Chrisantha Fernando, Dylan Banarse, Charles Blundell, Yori Zwols, David Ha, Andrei A Rusu, Alexander Pritzel, and Daan Wierstra. 2017. Pathnet: Evolution channels gradient descent in super neural networks. arXiv preprint arXiv:1701.08734 (2017)."},{"key":"e_1_3_2_1_15_1","volume-title":"Catastrophic forgetting in connectionist networks. Trends in cognitive sciences 3, 4","author":"French Robert M","year":"1999","unstructured":"Robert M French. 1999. Catastrophic forgetting in connectionist networks. Trends in cognitive sciences 3, 4 (1999), 128--135."},{"key":"e_1_3_2_1_16_1","volume-title":"An empirical investigation of catastrophic forgetting in gradient-based neural networks. arXiv preprint arXiv:1312.6211","author":"Goodfellow Ian J","year":"2013","unstructured":"Ian J Goodfellow, Mehdi Mirza, Da Xiao, Aaron Courville, and Yoshua Bengio. 2013. An empirical investigation of catastrophic forgetting in gradient-based neural networks. arXiv preprint arXiv:1312.6211 (2013)."},{"key":"e_1_3_2_1_17_1","volume-title":"How learning can guide evolution. Complex systems 1, 3","author":"Hinton Geoffrey E","year":"1987","unstructured":"Geoffrey E Hinton and Steven J Nowlan. 1987. How learning can guide evolution. Complex systems 1, 3 (1987), 495--502."},{"key":"e_1_3_2_1_18_1","volume-title":"Progressive Growing of GANs for Improved Quality, Stability, and Variation. arXiv preprint arXiv.1710.10196","author":"Karras Tero","year":"2017","unstructured":"Tero Karras, Timo Aila, Samuli Laine, and Jaakko Lehtinen. 2017. Progressive Growing of GANs for Improved Quality, Stability, and Variation. arXiv preprint arXiv.1710.10196 (2017)."},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.0503610102"},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.1611835114"},{"key":"e_1_3_2_1_21_1","volume-title":"How evolution learns to generalise: Using the principles of learning theory to understand the evolution of developmental organisation. PLoS computational biology 13, 4","author":"Kouvaris Kostas","year":"2017","unstructured":"Kostas Kouvaris, Jeff Clune, Loizos Kounios, Markus Brede, and Richard A Watson. 2017. How evolution learns to generalise: Using the principles of learning theory to understand the evolution of developmental organisation. PLoS computational biology 13, 4 (2017), e1005358."},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1145\/3067695.3082051"},{"key":"e_1_3_2_1_23_1","volume-title":"How morphological development can guide evolution. arXiv preprint arXiv:1711.07387","author":"Kriegman Sam","year":"2017","unstructured":"Sam Kriegman, Nick Cheney, and Josh Bongard. 2017. How morphological development can guide evolution. arXiv preprint arXiv:1711.07387 (2017)."},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.1145\/3071178.3071296"},{"key":"e_1_3_2_1_25_1","doi-asserted-by":"publisher","unstructured":"Sang-Woo Lee Chung-Yeon Lee Dong-Hyun Kwak Jiwon Kim Jeonghee Kim and Byoung-Tak Zhang. 2016. Dual-Memory Deep Learning Architectures for Lifelong Learning of Everyday Human Behaviors.. In IJCAI. 1669--1675.","DOI":"10.5555\/3060832.3060854"},{"key":"e_1_3_2_1_26_1","volume-title":"Safe Mutations for Deep and Recurrent Neural Networks through Output Gradients. arXiv preprint arXiv:1712.06563","author":"Lehman Joel","year":"2017","unstructured":"Joel Lehman, Jay Chen, Jeff Clune, and Kenneth O Stanley. 2017. Safe Mutations for Deep and Recurrent Neural Networks through Output Gradients. arXiv preprint arXiv:1712.06563 (2017)."},{"key":"e_1_3_2_1_27_1","doi-asserted-by":"publisher","DOI":"10.1111\/j.0014-3820.2002.tb01466.x"},{"key":"e_1_3_2_1_28_1","volume-title":"Catastrophic interference in connectionist networks: The sequential learning problem. Psychology of learning and motivation 24","author":"McCloskey Michael","year":"1989","unstructured":"Michael McCloskey and Neal J Cohen. 1989. Catastrophic interference in connectionist networks: The sequential learning problem. Psychology of learning and motivation 24 (1989), 109--165."},{"key":"e_1_3_2_1_29_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-39432-7_28"},{"key":"e_1_3_2_1_30_1","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2014.2321259"},{"key":"e_1_3_2_1_31_1","volume-title":"Progressive neural networks. arXiv preprint arXiv:1606.04671","author":"Rusu Andrei A","year":"2016","unstructured":"Andrei A Rusu, Neil C Rabinowitz, Guillaume Desjardins, Hubert Soyer, James Kirkpatrick, Koray Kavukcuoglu, Razvan Pascanu, and Raia Hadsell. 2016. Progressive neural networks. arXiv preprint arXiv:1606.04671 (2016)."},{"key":"e_1_3_2_1_32_1","unstructured":"Sara Sabour Nicholas Frosst and Geoffrey E Hinton. 2017. Dynamic routing between capsules. In Advances in Neural Information Processing Systems. 3859--3869."},{"key":"e_1_3_2_1_33_1","volume-title":"Open dynamics engine v0.5 user guide. URL http:\/\/www.ode.org\/ode-docs.html","author":"Smith Russell","year":"2008","unstructured":"Russell Smith. 2008. Open dynamics engine v0.5 user guide. URL http:\/\/www.ode.org\/ode-docs.html (2008)."},{"key":"e_1_3_2_1_34_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10710-007-9028-8"},{"key":"e_1_3_2_1_35_1","doi-asserted-by":"publisher","DOI":"10.1162\/106365602320169811"},{"key":"e_1_3_2_1_36_1","volume-title":"Semantic Forward Propagation for Symbolic Regression. In International Conference on Parallel Problem Solving from Nature. Springer, 364--374","author":"Szubert Marcin","year":"2016","unstructured":"Marcin Szubert, Anuradha Kodali, Sangram Ganguly, Kamalika Das, and Josh C Bongard. 2016. Semantic Forward Propagation for Symbolic Regression. In International Conference on Parallel Problem Solving from Nature. Springer, 364--374."},{"key":"e_1_3_2_1_37_1","doi-asserted-by":"publisher","DOI":"10.12988\/ams.2016.6377"},{"key":"e_1_3_2_1_38_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10710-013-9210-0"},{"key":"e_1_3_2_1_39_1","volume-title":"Diffusion-based neuromodulation can eliminate catastrophic forgetting in simple neural networks. arXiv preprint arXiv.1705.07241","author":"Velez Roby","year":"2017","unstructured":"Roby Velez and Jeff Clune. 2017. Diffusion-based neuromodulation can eliminate catastrophic forgetting in simple neural networks. arXiv preprint arXiv.1705.07241 (2017)."}],"event":{"name":"GECCO '18: Genetic and Evolutionary Computation Conference","sponsor":["SIGEVO ACM Special Interest Group on Genetic and Evolutionary Computation"],"location":"Kyoto Japan","acronym":"GECCO '18"},"container-title":["Proceedings of the Genetic and Evolutionary Computation Conference"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3205455.3205615","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3205455.3205615","content-type":"application\/pdf","content-version":"vor","intended-application":"syndication"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3205455.3205615","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T02:07:47Z","timestamp":1750212467000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3205455.3205615"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,7,2]]},"references-count":39,"alternative-id":["10.1145\/3205455.3205615","10.1145\/3205455"],"URL":"https:\/\/doi.org\/10.1145\/3205455.3205615","relation":{},"subject":[],"published":{"date-parts":[[2018,7,2]]},"assertion":[{"value":"2018-07-02","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}