{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,18]],"date-time":"2026-03-18T00:57:50Z","timestamp":1773795470865,"version":"3.50.1"},"reference-count":27,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"2","license":[{"start":{"date-parts":[[2018,6,1]],"date-time":"2018-06-01T00:00:00Z","timestamp":1527811200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2018,6,1]],"date-time":"2018-06-01T00:00:00Z","timestamp":1527811200000},"content-version":"am","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2018,6,1]],"date-time":"2018-06-01T00:00:00Z","timestamp":1527811200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2018,6,1]],"date-time":"2018-06-01T00:00:00Z","timestamp":1527811200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/100000185","name":"Defense Advanced Research Projects Agency (DARPA)","doi-asserted-by":"publisher","award":["HR001117C0053"],"award-info":[{"award-number":["HR001117C0053"]}],"id":[{"id":"10.13039\/100000185","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000001","name":"NSF","doi-asserted-by":"publisher","award":["1423624"],"award-info":[{"award-number":["1423624"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Cogn. Commun. Netw."],"published-print":{"date-parts":[[2018,6]]},"DOI":"10.1109\/tccn.2018.2809722","type":"journal-article","created":{"date-parts":[[2018,2,27]],"date-time":"2018-02-27T19:19:07Z","timestamp":1519759147000},"page":"257-265","source":"Crossref","is-referenced-by-count":412,"title":["Deep Reinforcement Learning for Dynamic Multichannel Access in Wireless Networks"],"prefix":"10.1109","volume":"4","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-1405-0132","authenticated-orcid":false,"given":"Shangxing","family":"Wang","sequence":"first","affiliation":[]},{"given":"Hanpeng","family":"Liu","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1425-2615","authenticated-orcid":false,"given":"Pedro Henrique","family":"Gomes","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9994-9931","authenticated-orcid":false,"given":"Bhaskar","family":"Krishnamachari","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2010.2068950"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2010.2048766"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/ICCS.2014.7024826"},{"key":"ref13","article-title":"End-to-end training of deep visuomotor policies","author":"levine","year":"2015","journal-title":"arXiv 1504 00702 [cs LG]"},{"key":"ref14","article-title":"Data-efficient learning of feedback policies from image pixels using deep dynamical models","author":"assael","year":"2015","journal-title":"arXiv 1510 02173 [cs AI]"},{"key":"ref15","article-title":"Multiple object recognition with visual attention","author":"ba","year":"2014","journal-title":"arXiv 1412 7755 [cs LG]"},{"key":"ref16","year":"2017","journal-title":"Solvepomdp"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2011.5946895"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/INFCOM.2011.5935068"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/INFCOM.2012.6195765"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1287\/moor.12.3.441"},{"key":"ref27","article-title":"Continuous control with deep reinforcement learning","author":"lillicrap","year":"2015","journal-title":"arXiv 1509 02971 [cs LG]"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.comnet.2006.05.001"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2007.907072"},{"key":"ref5","article-title":"Playing atari with deep reinforcement learning","author":"mnih","year":"2013","journal-title":"arXiv 1312 5602 [cs LG]"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/T-WC.2008.071349"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/SPCOM.2016.7746654"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/ICC.1995.525188"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2009.2025561"},{"key":"ref1","article-title":"Deep reinforcement learning for dynamic multichannel access","author":"wang","year":"2017","journal-title":"Proc ICNC"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/SAHCN.2014.6990328"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1007\/BF00992698"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-34106-9_19"},{"key":"ref24","first-page":"265","article-title":"TensorFlow: A system for large-scale machine learning","author":"abadi","year":"2016","journal-title":"Proc OSFI"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TCCN.2018.2809722"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/ICUFN.2017.7993821"},{"key":"ref25","article-title":"Adam: A method for stochastic optimization","author":"kingma","year":"2014","journal-title":"arXiv 1412 6980 [cs LG]"}],"container-title":["IEEE Transactions on Cognitive Communications and Networking"],"original-title":[],"link":[{"URL":"https:\/\/ieeexplore.ieee.org\/ielaam\/6687307\/8388569\/8303773-aam.pdf","content-type":"application\/pdf","content-version":"am","intended-application":"syndication"},{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6687307\/8388569\/08303773.pdf?arnumber=8303773","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,4,8]],"date-time":"2022-04-08T18:54:23Z","timestamp":1649444063000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8303773\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,6]]},"references-count":27,"journal-issue":{"issue":"2"},"URL":"https:\/\/doi.org\/10.1109\/tccn.2018.2809722","relation":{},"ISSN":["2332-7731"],"issn-type":[{"value":"2332-7731","type":"electronic"}],"subject":[],"published":{"date-parts":[[2018,6]]}}}