{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,7]],"date-time":"2026-04-07T16:27:31Z","timestamp":1775579251044,"version":"3.50.1"},"publisher-location":"New York, NY, USA","reference-count":22,"publisher":"ACM","license":[{"start":{"date-parts":[[2020,7,8]],"date-time":"2020-07-08T00:00:00Z","timestamp":1594166400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2020,7,8]]},"DOI":"10.1145\/3377929.3398128","type":"proceedings-article","created":{"date-parts":[[2020,8,26]],"date-time":"2020-08-26T15:27:01Z","timestamp":1598455621000},"page":"1798-1806","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":19,"title":["XCS as a reinforcement learning approach to automatic test case prioritization"],"prefix":"10.1145","author":[{"given":"Lukas","family":"Rosenbauer","sequence":"first","affiliation":[{"name":"BSH Home Appliances, Germany"}]},{"given":"Anthony","family":"Stein","sequence":"additional","affiliation":[{"name":"University of Hohenheim, Germany"}]},{"given":"Roland","family":"Maier","sequence":"additional","affiliation":[{"name":"University of Augsburg, Germany"}]},{"given":"David","family":"P\u00e4tzel","sequence":"additional","affiliation":[{"name":"University of Augsburg, Germany"}]},{"given":"J\u00f6rg","family":"H\u00e4hner","sequence":"additional","affiliation":[{"name":"University of Augsburg, Germany"}]}],"member":"320","published-online":{"date-parts":[[2020,7,8]]},"reference":[{"key":"e_1_3_2_1_1_1","volume-title":"Wilson","author":"Butz Martin V.","year":"2001","unstructured":"Martin V. Butz and Stewart W . Wilson . 2001 . An Algorithmic Description of XCS. Martin V. Butz and Stewart W. Wilson. 2001. An Algorithmic Description of XCS."},{"key":"e_1_3_2_1_2_1","volume-title":"Proceedings of the 34th International Conference on Machine Learning -","volume":"70","author":"Foerster Jakob","year":"2017","unstructured":"Jakob Foerster , Nantas Nardelli , Gregory Farquhar , Triantafyllos Afouras , Philip H. S. Torr , Pushmeet Kohli , and Shimon Whiteson . 2017 . Stabilising Experience Replay for Deep Multi-agent Reinforcement Learning . In Proceedings of the 34th International Conference on Machine Learning - Volume 70 (ICML'17). JMLR.org, 1146--1155. http:\/\/dl.acm.org\/citation.cfm?id=3305381.3305500 Jakob Foerster, Nantas Nardelli, Gregory Farquhar, Triantafyllos Afouras, Philip H. S. Torr, Pushmeet Kohli, and Shimon Whiteson. 2017. Stabilising Experience Replay for Deep Multi-agent Reinforcement Learning. In Proceedings of the 34th International Conference on Machine Learning - Volume 70 (ICML'17). JMLR.org, 1146--1155. http:\/\/dl.acm.org\/citation.cfm?id=3305381.3305500"},{"key":"e_1_3_2_1_3_1","volume-title":"SupRB: A Supervised Rule-based Learning System for Continuous Problems. ArXiv abs\/2002.10295","author":"Heider Michael","year":"2020","unstructured":"Michael Heider , David P\u00e4tzel , and J\u00f6rg H\u00e4hner . 2020. SupRB: A Supervised Rule-based Learning System for Continuous Problems. ArXiv abs\/2002.10295 ( 2020 ). Michael Heider, David P\u00e4tzel, and J\u00f6rg H\u00e4hner. 2020. SupRB: A Supervised Rule-based Learning System for Continuous Problems. ArXiv abs\/2002.10295 (2020)."},{"key":"e_1_3_2_1_5_1","volume-title":"Playing atari with deep reinforcement learning. arXiv preprint arXiv:1312.5602","author":"Mnih Volodymyr","year":"2013","unstructured":"Volodymyr Mnih , Koray Kavukcuoglu , David Silver , Alex Graves , Ioannis Antonoglou , Daan Wierstra , and Martin Riedmiller . 2013. Playing atari with deep reinforcement learning. arXiv preprint arXiv:1312.5602 ( 2013 ). https:\/\/arxiv.org\/pdf\/1312.5602.pdf Volodymyr Mnih, Koray Kavukcuoglu, David Silver, Alex Graves, Ioannis Antonoglou, Daan Wierstra, and Martin Riedmiller. 2013. Playing atari with deep reinforcement learning. arXiv preprint arXiv:1312.5602 (2013). https:\/\/arxiv.org\/pdf\/1312.5602.pdf"},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1145\/3319619.3326848"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.18420\/inf2019_ws53"},{"key":"e_1_3_2_1_8_1","volume-title":"Evolution of Supershapes for the Generation of Three-Dimensional Designs. CoRR abs\/1204.4107","author":"Preen Richard","year":"2012","unstructured":"Richard Preen and Larry Bull . 2012. Evolution of Supershapes for the Generation of Three-Dimensional Designs. CoRR abs\/1204.4107 ( 2012 ). arXiv:1204.4107 http:\/\/arxiv.org\/abs\/1204.4107 Richard Preen and Larry Bull. 2012. Evolution of Supershapes for the Generation of Three-Dimensional Designs. CoRR abs\/1204.4107 (2012). arXiv:1204.4107 http:\/\/arxiv.org\/abs\/1204.4107"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICSM.2007.4362638"},{"key":"e_1_3_2_1_10_1","volume-title":"Jenkins: The Definitive Guide. O'Reilly","author":"Smart John Ferguson","year":"2011","unstructured":"John Ferguson Smart . 2011 . Jenkins: The Definitive Guide. O'Reilly , Beijing . https:\/\/www.safaribooksonline.com\/library\/view\/jenkins-the-definitive\/9781449311155\/ John Ferguson Smart. 2011. Jenkins: The Definitive Guide. O'Reilly, Beijing. https:\/\/www.safaribooksonline.com\/library\/view\/jenkins-the-definitive\/9781449311155\/"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1145\/3092703.3092709"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"crossref","unstructured":"Anthony Stein Roland Maier Lukas Rosenbauer and J\u00f6rg H\u00e4hner. 2020. XCS Classifier System with Experience Replay. arXiv:cs.LG\/2002.05628  Anthony Stein Roland Maier Lukas Rosenbauer and J\u00f6rg H\u00e4hner. 2020. XCS Classifier System with Experience Replay. arXiv:cs.LG\/2002.05628","DOI":"10.1145\/3377930.3390249"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1145\/3205455.3205599"},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-30695-7_26"},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.sysarc.2017.01.010"},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.5220\/0006512101290140"},{"key":"e_1_3_2_1_17_1","volume-title":"Barto","author":"Sutton Richard S.","year":"1998","unstructured":"Richard S. Sutton and Andrew G . Barto . 1998 . Reinforcement Learning : An Introduction. MIT Press . http:\/\/www.cs.ualberta.ca\/~sutton\/book\/the-book.html Richard S. Sutton and Andrew G. Barto. 1998. Reinforcement Learning: An Introduction. MIT Press. http:\/\/www.cs.ualberta.ca\/~sutton\/book\/the-book.html"},{"key":"e_1_3_2_1_18_1","volume-title":"Browne","author":"Urbanowicz Ryan J.","year":"2017","unstructured":"Ryan J. Urbanowicz and Will N . Browne . 2017 . Introduction to Learning Classifier Systems (1st ed.). Springer Publishing Company , Incorporated. Ryan J. Urbanowicz and Will N. Browne. 2017. Introduction to Learning Classifier Systems (1st ed.). Springer Publishing Company, Incorporated."},{"key":"e_1_3_2_1_19_1","volume-title":"Bootstrapping a DQN Replay Memory with Synthetic Experiences. ArXiv abs\/2002.01370","author":"von Pilchau Wenzel Pilar","year":"2020","unstructured":"Wenzel Pilar von Pilchau , Anthony Stein , and J\u00f6rg H\u00e4hner . 2020. Bootstrapping a DQN Replay Memory with Synthetic Experiences. ArXiv abs\/2002.01370 ( 2020 ). Wenzel Pilar von Pilchau, Anthony Stein, and J\u00f6rg H\u00e4hner. 2020. Bootstrapping a DQN Replay Memory with Synthetic Experiences. ArXiv abs\/2002.01370 (2020)."},{"key":"e_1_3_2_1_20_1","unstructured":"Ziyu Wang Victor Bapst Nicolas Heess Volodymyr Mnih Remi Munos Koray Kavukcuoglu and Nando de Freitas. 2016. Sample Efficient Actor-Critic with Experience Replay. arXiv:cs.LG\/1611.01224  Ziyu Wang Victor Bapst Nicolas Heess Volodymyr Mnih Remi Munos Koray Kavukcuoglu and Nando de Freitas. 2016. Sample Efficient Actor-Critic with Experience Replay. arXiv:cs.LG\/1611.01224"},{"key":"e_1_3_2_1_21_1","volume-title":"Learning From Delayed Rewards. (01","author":"Watkins Christopher","year":"1989","unstructured":"Christopher Watkins . 1989. Learning From Delayed Rewards. (01 1989 ). Christopher Watkins. 1989. Learning From Delayed Rewards. (01 1989)."},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1023\/A:1016535925043"},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.1162\/evco.1995.3.2.149"}],"event":{"name":"GECCO '20: Genetic and Evolutionary Computation Conference","location":"Canc\u00fan Mexico","acronym":"GECCO '20","sponsor":["SIGEVO ACM Special Interest Group on Genetic and Evolutionary Computation"]},"container-title":["Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3377929.3398128","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3377929.3398128","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T22:41:06Z","timestamp":1750200066000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3377929.3398128"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,7,8]]},"references-count":22,"alternative-id":["10.1145\/3377929.3398128","10.1145\/3377929"],"URL":"https:\/\/doi.org\/10.1145\/3377929.3398128","relation":{},"subject":[],"published":{"date-parts":[[2020,7,8]]},"assertion":[{"value":"2020-07-08","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}