{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,1]],"date-time":"2025-10-01T15:29:43Z","timestamp":1759332583557,"version":"3.28.0"},"reference-count":31,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018,8]]},"DOI":"10.1109\/cig.2018.8490368","type":"proceedings-article","created":{"date-parts":[[2018,10,16]],"date-time":"2018-10-16T03:37:41Z","timestamp":1539661061000},"page":"1-8","source":"Crossref","is-referenced-by-count":24,"title":["Improving Hearthstone AI by Combining MCTS and Supervised Learning Algorithms"],"prefix":"10.1109","author":[{"given":"Maciej","family":"Swiechowski","sequence":"first","affiliation":[]},{"given":"Tomasz","family":"Tajmajer","sequence":"additional","affiliation":[]},{"given":"Andrzej","family":"Janusz","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref31","article-title":"The glicko system","author":"glickman","year":"1995","journal-title":"Boston University"},{"key":"ref30","first-page":"ii-1188","article-title":"Distributed representations of sentences and documents","author":"le","year":"2014","journal-title":"Proceedings of the 31st International Conference on Machine Learning - Volume 32 ser ICML’14"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TCIAIG.2012.2204883"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1561\/2200000038"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1038\/nn2065"},{"key":"ref13","first-page":"481","article-title":"Rts games as test-bed for real-time ai research","volume":"2003","author":"buro","year":"2003","journal-title":"Proceedings of the 7th Joint Conference on Information Science (JCIS 2003)"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TCIAIG.2012.2186810"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1145\/2093548.2093574"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TCIAIG.2010.2067212"},{"key":"ref17","volume":"26","author":"syed","year":"2003","journal-title":"Arimaa - A New Game Designed to be Difficult for Computers"},{"key":"ref18","first-page":"62","article-title":"General Game Playing: Overview of the AAAI Competition","volume":"26","author":"genesereth","year":"2005","journal-title":"AI Magazine"},{"key":"ref19","article-title":"General Video Game Playing","volume":"6","author":"levine","year":"2013","journal-title":"Dagstuhl Follow-Ups"},{"key":"ref28","article-title":"Mastering chess and shogi by self-play with a general reinforcement learning algorithm","author":"silver","year":"2017","journal-title":"arXiv preprint arXiv 1712 01815"},{"key":"ref4","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":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TCIAIG.2013.2275163"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/CIG.2017.8080452"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/CIG.2016.7860416"},{"key":"ref29","first-page":"3111","article-title":"Distributed representations of words and phrases and their compositionality","author":"mikolov","year":"2013","journal-title":"Proceedings of the 26th International Conference on Neural Information Processing Systems - Volume 2 ser NIPS’13"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TCIAIG.2012.2200894"},{"key":"ref8","first-page":"131","article-title":"Helping AI to play Hearthstone using neural networks","author":"grad","year":"0"},{"key":"ref7","first-page":"121","article-title":"Helping AI to play Hearthstone: AAIA’17 data mining challenge","author":"janusz","year":"0"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/CIG.2017.8080446"},{"key":"ref9","first-page":"508","article-title":"Deepstack: Expert-level artificial intelligence in heads-up no-limit poker","volume":"356","author":"morav?\u00edk","year":"2017"},{"key":"ref1","first-page":"1","article-title":"Evolutionary deckbuilding in hearthstone","author":"garc\u00eda-s\u00e1nchez","year":"2016","journal-title":"Computational Intelligence and Games (CIG) 2016 IEEE Conference on"},{"key":"ref20","first-page":"21","article-title":"Monte-carlo tree search in settlers of catan","author":"szita","year":"2009","journal-title":"Advances in Computer Games"},{"key":"ref22","doi-asserted-by":"crossref","DOI":"10.1609\/aaai.v24i1.7562","article-title":"Understanding the success of perfect information monte carlo sampling in game tree search","author":"long","year":"2010","journal-title":"AAAI"},{"key":"ref21","doi-asserted-by":"crossref","first-page":"64","DOI":"10.1007\/978-3-319-14923-3_5","article-title":"Monte-carlo tree search for the game of 7 wonders","author":"robilliard","year":"2014","journal-title":"Proc Comput Games Workshop"},{"key":"ref24","article-title":"Programming a hearthstone agent using monte carlo tree search","author":"andersson","year":"2016","journal-title":"Master’s thesis"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TCIAIG.2012.2200894"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1142\/S1793005708001094"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TCIAIG.2013.2286825"}],"event":{"name":"2018 IEEE Conference on Computational Intelligence and Games (CIG)","start":{"date-parts":[[2018,8,14]]},"location":"Maastricht","end":{"date-parts":[[2018,8,17]]}},"container-title":["2018 IEEE Conference on Computational Intelligence and Games (CIG)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8473398\/8490359\/08490368.pdf?arnumber=8490368","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,9,6]],"date-time":"2023-09-06T00:51:28Z","timestamp":1693961488000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8490368\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,8]]},"references-count":31,"URL":"https:\/\/doi.org\/10.1109\/cig.2018.8490368","relation":{},"subject":[],"published":{"date-parts":[[2018,8]]}}}