{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,6]],"date-time":"2026-03-06T19:47:38Z","timestamp":1772826458027,"version":"3.50.1"},"reference-count":34,"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.2019.8848097","type":"proceedings-article","created":{"date-parts":[[2019,9,26]],"date-time":"2019-09-26T21:49:14Z","timestamp":1569534554000},"page":"1-8","source":"Crossref","is-referenced-by-count":5,"title":["Re-determinizing MCTS in Hanabi"],"prefix":"10.1109","author":[{"given":"James","family":"Goodman","sequence":"first","affiliation":[]}],"member":"263","reference":[{"key":"ref33","first-page":"627","article-title":"A reduction of imitation learning and structured prediction to no-regret online learning","author":"ross","year":"2011","journal-title":"Proceedings of the Fourteenth International Conference on Artificial Intelligence and Statistics"},{"key":"ref32","article-title":"deeplearning4j: Open-source distributed deep learning for the jvm, apache software foundation license 2.0","year":"0"},{"key":"ref31","article-title":"Improving state evaluation, inference, and search in trick-based card games","author":"buro","year":"2009","journal-title":"Twenty-First International Joint Conference on Artificial Intelligence"},{"key":"ref30","first-page":"5360","article-title":"Thinking fast and slow with deep learning and tree search","author":"anthony","year":"2017","journal-title":"Advances in neural information processing systems"},{"key":"ref34","first-page":"661","article-title":"Efficient reductions for imitation learning","author":"ross","year":"2010","journal-title":"Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TCIAIG.2012.2210424"},{"key":"ref11","first-page":"445","article-title":"Improving hearthstone ai by combining mcts and supervised learning algorithms","author":"?wiechowski","year":"2018","journal-title":"Computational Intelligence and Games (CIG) 2018 IEEE Conference on"},{"key":"ref12","first-page":"282","article-title":"Bandit based monte-carlo planning","author":"kocsis","year":"2006","journal-title":"European Conference on Machine Learning"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1145\/1273496.1273531"},{"key":"ref14","doi-asserted-by":"crossref","DOI":"10.1609\/icaps.v19i1.13363","article-title":"Lower bounding klondike solitaire with monte-carlo planning","author":"bjarnason","year":"2009","journal-title":"ICAPS"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1613\/jair.820"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/S0004-3702(97)00082-9"},{"key":"ref17","first-page":"1874","article-title":"Combining prediction of human decisions with ismcts in imperfect information games","author":"bitan","year":"2018","journal-title":"Proc of International Conference on Autonomous Agents and Multiagent Systems"},{"key":"ref18","article-title":"Monte-carlo planning in large POMDPs","author":"silver","year":"2010","journal-title":"Advances in neural information processing systems"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/CIG.2015.7317927"},{"key":"ref28","doi-asserted-by":"crossref","first-page":"337","DOI":"10.1145\/2739480.2754811","article-title":"Open loop search for general video game playing","author":"perez liebana","year":"2015","journal-title":"Proceedings of the 2015 Annual Conference on Genetic and Evolutionary Computation"},{"key":"ref4","article-title":"Re-determinizing information set monte carlo tree search in hanabi","author":"goodman","year":"2019"},{"key":"ref27","article-title":"Bayesian action decoder for deep multi-agent reinforcement learning","author":"foerster","year":"2018"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TCIAIG.2012.2200894"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TCIAIG.2012.2186810"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1142\/S1793005708001094"},{"key":"ref5","doi-asserted-by":"crossref","first-page":"43","DOI":"10.1016\/j.tcs.2017.02.024","article-title":"Hanabi is np-hard, even for cheaters who look at their cards","volume":"675","author":"baffier","year":"2017","journal-title":"Theoretical Computer Science"},{"key":"ref8","first-page":"21","article-title":"Monte-carlo tree search in settlers of catan","author":"szita","year":"2009","journal-title":"Advances in Computer Games"},{"key":"ref7","doi-asserted-by":"crossref","first-page":"354","DOI":"10.1038\/nature24270","article-title":"Mastering the game of Go without human knowledge","volume":"550","author":"silver","year":"2017","journal-title":"Nature"},{"key":"ref2","doi-asserted-by":"crossref","DOI":"10.1016\/j.artint.2019.103216","article-title":"The hanabi challenge: A new frontier for ai research","author":"bard","year":"2019"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TCIAIG.2012.2204883"},{"key":"ref1","author":"bauza","year":"2010","journal-title":"Hanabi"},{"key":"ref20","first-page":"37","article-title":"Solving hanabi: Estimating hands by opponent&#x2019;s actions in cooperative game with incomplete information","author":"osawa","year":"2015","journal-title":"Proceedings of the AAAI Workshop on Computer Poker and Imperfect Information"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.4169\/math.mag.88.5.323"},{"key":"ref21","first-page":"93","article-title":"Aspects of the cooperative card game hanabi","author":"van den bergh","year":"2016","journal-title":"Benelux Conference on Artificial Intelligence"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/CEC.2017.7969465"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-71649-7_5"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/CIG.2018.8490449"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/CIG.2017.8080417"}],"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\/08848097.pdf?arnumber=8848097","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,9,20]],"date-time":"2023-09-20T19:16:26Z","timestamp":1695237386000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8848097\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,8]]},"references-count":34,"URL":"https:\/\/doi.org\/10.1109\/cig.2019.8848097","relation":{},"subject":[],"published":{"date-parts":[[2019,8]]}}}