{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,1]],"date-time":"2026-05-01T05:35:14Z","timestamp":1777613714330,"version":"3.51.4"},"reference-count":29,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"4","license":[{"start":{"date-parts":[[2022,4,1]],"date-time":"2022-04-01T00:00:00Z","timestamp":1648771200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"},{"start":{"date-parts":[[2022,4,1]],"date-time":"2022-04-01T00:00:00Z","timestamp":1648771200000},"content-version":"am","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"funder":[{"DOI":"10.13039\/100000001","name":"U.S. National Science Foundation SpecEES Program through the University of Illinois at Urbana-Champaign","doi-asserted-by":"publisher","award":["1730882"],"award-info":[{"award-number":["1730882"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Inform. Theory"],"published-print":{"date-parts":[[2022,4]]},"DOI":"10.1109\/tit.2021.3136095","type":"journal-article","created":{"date-parts":[[2021,12,15]],"date-time":"2021-12-15T20:45:31Z","timestamp":1639601131000},"page":"2622-2634","source":"Crossref","is-referenced-by-count":12,"title":["Decentralized Heterogeneous Multi-Player Multi-Armed Bandits With Non-Zero Rewards on Collisions"],"prefix":"10.1109","volume":"68","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-4627-9321","authenticated-orcid":false,"given":"Akshayaa","family":"Magesh","sequence":"first","affiliation":[{"name":"Department of Electrical and Computer Engineering, University of Illinois at Urbana-Champaign, Champaign, IL, USA"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5490-0037","authenticated-orcid":false,"given":"Venugopal V.","family":"Veeravalli","sequence":"additional","affiliation":[{"name":"Department of Electrical and Computer Engineering, University of Illinois at Urbana-Champaign, Champaign, IL, USA"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.2307\/2332286"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/0196-8858(85)90002-8"},{"issue":"2","key":"ref3","doi-asserted-by":"crossref","first-page":"235","DOI":"10.1023\/A:1013689704352","article-title":"Finite-time analysis of the multiarmed bandit problem","volume":"47","author":"Auer","year":"2002","journal-title":"Mach. Learn."},{"key":"ref4","first-page":"359","article-title":"The KL-UCB algorithm for bounded stochastic bandits and beyond","volume-title":"Proc. 24th Annu. Conf. Learn. Theory","volume":"19","author":"Garivier"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1561\/2200000024"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1017\/9781108571401"},{"key":"ref7","first-page":"605","article-title":"Delay and cooperation in nonstochastic bandits","volume-title":"Proc. 29th Annu. Conf. Learn. Theory","volume":"49","author":"Cesa-Bianchi"},{"key":"ref8","first-page":"1056","article-title":"Gossip-based distributed stochastic bandit algorithms","volume-title":"Proc. Int. Conf. Mach. Learn.","volume":"2","author":"Sz\u00f6r\u00e9nyi"},{"key":"ref9","first-page":"1301","article-title":"Distributed clustering of linear bandits in peer to peer networks","volume-title":"Proc. Int. Conf. Mach. Learn.","volume":"48","author":"Korda"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1017\/cbo9781139236850"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/ICMLA.2017.0-139"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM.2016.7524557"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2014.2302471"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-662-44848-9_5"},{"key":"ref15","first-page":"155","article-title":"Multi-player bandits\u2014A musical chairs approach","volume-title":"Proc. Int. Conf. Mach. Learn.","volume":"48","author":"Rosenski"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2011.110406"},{"key":"ref17","first-page":"12071","article-title":"SIC-MMAB: Synchronisation involves communication in multiplayer multi-armed bandits","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"32","author":"Boursier"},{"key":"ref18","article-title":"Multi-player bandits revisited","author":"Besson","year":"2017","journal-title":"arXiv:1711.02317"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM.2019.8737653"},{"key":"ref20","first-page":"1211","article-title":"A practical algorithm for multiplayer bandits when arm means vary among players","volume-title":"Proc. 23rd Int. Conf. Artif. Intell. Statist.","volume":"108","author":"Mehrabian"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/IEEECONF44664.2019.9048964"},{"key":"ref22","first-page":"7222","article-title":"Distributed multi-player bandits\u2014A game of thrones approach","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"31","author":"Bistritz"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1287\/moor.2020.1051"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1137\/110850694"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/LWC.2021.3051328"},{"key":"ref26","first-page":"195","article-title":"Planning, learning and coordination in multiagent decision processes","volume-title":"Proc. 6th Conf. Theor. Aspects Rationality Knowl.","author":"Boutilier"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.2307\/2951778"},{"key":"ref28","first-page":"124","article-title":"Chernoff\u2013Hoeffding bounds for Markov chains: Generalized and simplified","volume-title":"Proc. 29th Int. Symp. Theor. Aspects Comput. Sci. (STACS)","volume":"14","author":"Chung"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/PIMRC48278.2020.9217349"}],"container-title":["IEEE Transactions on Information Theory"],"original-title":[],"link":[{"URL":"https:\/\/ieeexplore.ieee.org\/ielam\/18\/9737657\/9652523-aam.pdf","content-type":"application\/pdf","content-version":"am","intended-application":"syndication"},{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/18\/9737657\/09652523.pdf?arnumber=9652523","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,1,10]],"date-time":"2024-01-10T00:34:12Z","timestamp":1704846852000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9652523\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,4]]},"references-count":29,"journal-issue":{"issue":"4"},"URL":"https:\/\/doi.org\/10.1109\/tit.2021.3136095","relation":{},"ISSN":["0018-9448","1557-9654"],"issn-type":[{"value":"0018-9448","type":"print"},{"value":"1557-9654","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,4]]}}}