{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,19]],"date-time":"2025-06-19T04:31:45Z","timestamp":1750307505957,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":20,"publisher":"ACM","license":[{"start":{"date-parts":[[2009,7,8]],"date-time":"2009-07-08T00:00:00Z","timestamp":1247011200000},"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":[[2009,7,8]]},"DOI":"10.1145\/1570256.1570375","type":"proceedings-article","created":{"date-parts":[[2009,7,21]],"date-time":"2009-07-21T13:32:17Z","timestamp":1248183137000},"page":"2641-2648","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":8,"title":["Reinforcement learning for games"],"prefix":"10.1145","author":[{"given":"Wolfgang","family":"Konen","sequence":"first","affiliation":[{"name":"Cologne University of Applied Sciences, Gummersbach, Germany"}]},{"given":"Thomas","family":"Bartz-Beielstein","sequence":"additional","affiliation":[{"name":"Cologne University of Applied Sciences, Gummersbach, Germany"}]}],"member":"320","published-online":{"date-parts":[[2009,7,8]]},"reference":[{"key":"e_1_3_2_1_1_1","unstructured":"]]F. Gruau D. Whitley and L. Pyeatt. A comparison between cellular encoding and direct encoding for genetic neural networks.  ]]F. Gruau D. Whitley and L. Pyeatt. A comparison between cellular encoding and direct encoding for genetic neural networks."},{"key":"e_1_3_2_1_2_1","first-page":"81","volume-title":"USA","author":"K.","year":"1996","unstructured":"]]In J.R. K. et al., editor, Genetic Programming 1996: Proceedings of the First Annual Conference, Stanford University, CA , USA , pages 81 -- 89 , 1996 . ]]In J.R.K. et al., editor, Genetic Programming 1996: Proceedings of the First Annual Conference, Stanford University, CA, USA, pages 81--89, 1996."},{"key":"e_1_3_2_1_3_1","unstructured":"]]N. Hansen. CMA evolution strategy source code. http:\/\/www.lri.fr\/ hansen\/cmaes_inmatlab.html 2008.  ]]N. Hansen. CMA evolution strategy source code. http:\/\/www.lri.fr\/ hansen\/cmaes_inmatlab.html 2008."},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1162\/106365601750190398"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICEC.1996.542381"},{"key":"e_1_3_2_1_6_1","first-page":"2588","volume-title":"Proc. Congress on Evolutionary Computation (CEC 2003","author":"Igel C.","year":"2003","unstructured":"]] C. Igel . Neuroevolution for reinforcement learning using evolution strategies. In R.S. et al., editor , Proc. Congress on Evolutionary Computation (CEC 2003 ), pages 2588 -- 2595 , 2003 . ]]C. Igel. Neuroevolution for reinforcement learning using evolution strategies. In R.S. et al., editor, Proc. Congress on Evolutionary Computation (CEC 2003), pages 2588--2595, 2003."},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2005.856213"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-87700-4_48"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1109\/CIG.2008.5035614"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1080\/09540099550039228"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1007\/BF00114722"},{"key":"e_1_3_2_1_13_1","volume-title":"Some studies in machine learning using the game of checkers. IBM journal of Research and Development, 3(3):210--229","author":"Samuel A.","year":"1959","unstructured":"]] A. Samuel . Some studies in machine learning using the game of checkers. IBM journal of Research and Development, 3(3):210--229 , 1959 . ]]A. Samuel. Some studies in machine learning using the game of checkers. IBM journal of Research and Development, 3(3):210--229, 1959."},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1002\/j.1538-7305.1948.tb01338.x"},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1162\/106365602320169811"},{"key":"e_1_3_2_1_16_1","volume-title":"Synthesizing board evaluation functions for Connect4 using machine learning techniques. Master's thesis","author":"Stenmark M.","year":"2005","unstructured":"]] M. Stenmark . Synthesizing board evaluation functions for Connect4 using machine learning techniques. Master's thesis , Ostfold University College , Norway , 2005 . ]]M. Stenmark. Synthesizing board evaluation functions for Connect4 using machine learning techniques. Master's thesis, Ostfold University College, Norway, 2005."},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1023\/A:1022633531479"},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.5555\/551283"},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1994.6.2.215"},{"key":"e_1_3_2_1_21_1","volume-title":"Genetic algorithms in Engineering and Computer Science","author":"Whitley D.","year":"1995","unstructured":"]] D. Whitley . Genetic algorithms and neural networks . In Genetic algorithms in Engineering and Computer Science , chapter 11. Wiley , 1995 . ]]D. Whitley. Genetic algorithms and neural networks. In Genetic algorithms in Engineering and Computer Science, chapter 11. Wiley, 1995."},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1007\/BF00993045"}],"event":{"name":"GECCO09: Genetic and Evolutionary Computation Conference","sponsor":["SIGEVO ACM Special Interest Group on Genetic and Evolutionary Computation","ACM Association for Computing Machinery"],"location":"Montreal Qu\u00e9bec Canada","acronym":"GECCO09"},"container-title":["Proceedings of the 11th Annual Conference Companion on Genetic and Evolutionary Computation Conference: Late Breaking Papers"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/1570256.1570375","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/1570256.1570375","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T12:17:54Z","timestamp":1750249074000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/1570256.1570375"}},"subtitle":["failures and successes"],"short-title":[],"issued":{"date-parts":[[2009,7,8]]},"references-count":20,"alternative-id":["10.1145\/1570256.1570375","10.1145\/1570256"],"URL":"https:\/\/doi.org\/10.1145\/1570256.1570375","relation":{},"subject":[],"published":{"date-parts":[[2009,7,8]]},"assertion":[{"value":"2009-07-08","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}