{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,14]],"date-time":"2026-02-14T04:34:08Z","timestamp":1771043648682,"version":"3.50.1"},"reference-count":14,"publisher":"IEEE","license":[{"start":{"date-parts":[[2019,8,1]],"date-time":"2019-08-01T00:00:00Z","timestamp":1564617600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2019,8,1]],"date-time":"2019-08-01T00:00:00Z","timestamp":1564617600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2019,8,1]],"date-time":"2019-08-01T00:00:00Z","timestamp":1564617600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2019,8]]},"DOI":"10.1109\/cig.2019.8847989","type":"proceedings-article","created":{"date-parts":[[2019,9,27]],"date-time":"2019-09-27T01:49:14Z","timestamp":1569548954000},"page":"1-8","source":"Crossref","is-referenced-by-count":10,"title":["Monster Carlo 2: Integrating Learning and Tree Search for Machine Playtesting"],"prefix":"10.1109","author":[{"given":"Oleksandra","family":"Keehl","sequence":"first","affiliation":[]},{"given":"Adam M.","family":"Smith","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref10","article-title":"Unity: A general platform for intelligent agents","author":"juliani","year":"2018","journal-title":"CoRR"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1126\/science.aar6404"},{"key":"ref12","article-title":"Elf opengo: An analysis and open reimplementation of alphazero","author":"tian","year":"2019","journal-title":"CoRR"},{"key":"ref13","first-page":"2656","article-title":"Elf: An extensive, lightweight and flexible research platform for real-time strategy games","author":"tian","year":"2017","journal-title":"Advances in neural information processing systems"},{"key":"ref14","author":"heaton","year":"2008","journal-title":"Introduction to Neural Networks with Java"},{"key":"ref4","doi-asserted-by":"crossref","DOI":"10.1609\/aiide.v5i1.12368","article-title":"Computational support for play testing game sketches","author":"smith","year":"2009","journal-title":"Proceedings of Artificial Intelligence and Interactive Digital Entertainment Conference"},{"key":"ref3","doi-asserted-by":"crossref","first-page":"484","DOI":"10.1038\/nature16961","article-title":"Mastering the game of Go with deep neural networks and tree search","volume":"529","author":"silver","year":"2016","journal-title":"Nature"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/ITW.2010.5593368"},{"key":"ref5","article-title":"Automated playtesting with procedural personas through MCTS with evolved heuristics","author":"holmg\u00e5rd","year":"2018","journal-title":"CoRR"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TCIAIG.2012.2186810"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/CIG.2018.8490363"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/CIG.2018.8490442"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/CIG.2019.8848091"},{"key":"ref9","first-page":"26","article-title":"Evaluating competitive game balance with restricted play","author":"jaffe","year":"2012","journal-title":"Proceedings of the Eighth AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment AIIDE’12"}],"event":{"name":"2019 IEEE Conference on Games (CoG)","location":"London, United Kingdom","start":{"date-parts":[[2019,8,20]]},"end":{"date-parts":[[2019,8,23]]}},"container-title":["2019 IEEE Conference on Games (CoG)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8844551\/8847948\/08847989.pdf?arnumber=8847989","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,9,20]],"date-time":"2023-09-20T23:16:27Z","timestamp":1695251787000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8847989\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,8]]},"references-count":14,"URL":"https:\/\/doi.org\/10.1109\/cig.2019.8847989","relation":{},"subject":[],"published":{"date-parts":[[2019,8]]}}}