{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,17]],"date-time":"2026-07-17T15:26:45Z","timestamp":1784302005058,"version":"3.55.0"},"reference-count":43,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"4","license":[{"start":{"date-parts":[[2020,4,1]],"date-time":"2020-04-01T00:00:00Z","timestamp":1585699200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2020,4,1]],"date-time":"2020-04-01T00:00:00Z","timestamp":1585699200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2020,4,1]],"date-time":"2020-04-01T00:00:00Z","timestamp":1585699200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61972214"],"award-info":[{"award-number":["61972214"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61671253"],"award-info":[{"award-number":["61671253"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61631020"],"award-info":[{"award-number":["61631020"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["91738201"],"award-info":[{"award-number":["91738201"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61571241"],"award-info":[{"award-number":["61571241"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61872423"],"award-info":[{"award-number":["61872423"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61972208"],"award-info":[{"award-number":["61972208"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61672299"],"award-info":[{"award-number":["61672299"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61771258"],"award-info":[{"award-number":["61771258"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100004608","name":"Natural Science Foundation of Jiangsu Province","doi-asserted-by":"publisher","award":["BK20171446"],"award-info":[{"award-number":["BK20171446"]}],"id":[{"id":"10.13039\/501100004608","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100005374","name":"Scientific Research Fund of Nanjing University of Posts and Telecommunications","doi-asserted-by":"publisher","award":["NY219062"],"award-info":[{"award-number":["NY219062"]}],"id":[{"id":"10.13039\/501100005374","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Internet Things J."],"published-print":{"date-parts":[[2020,4]]},"DOI":"10.1109\/jiot.2019.2957289","type":"journal-article","created":{"date-parts":[[2019,12,3]],"date-time":"2019-12-03T21:05:55Z","timestamp":1575407155000},"page":"2751-2762","source":"Crossref","is-referenced-by-count":426,"title":["Deep Reinforcement Learning for Smart Home Energy Management"],"prefix":"10.1109","volume":"7","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-5015-0320","authenticated-orcid":false,"given":"Liang","family":"Yu","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Weiwei","family":"Xie","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Di","family":"Xie","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8461-5306","authenticated-orcid":false,"given":"Yulong","family":"Zou","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Dengyin","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6148-9688","authenticated-orcid":false,"given":"Zhixin","family":"Sun","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4990-5364","authenticated-orcid":false,"given":"Linghua","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0017-1398","authenticated-orcid":false,"given":"Yue","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8482-1046","authenticated-orcid":false,"given":"Tao","family":"Jiang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/TSTE.2013.2255135"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2016.2640453"},{"key":"ref33","author":"sutton","year":"2018","journal-title":"Reinforcement Learning An Introduction"},{"key":"ref32","first-page":"1","article-title":"Reinforcement learning in Markovian and non-Markovian environments","author":"zhang","year":"2018","journal-title":"Proc Build Perform Model Conf SimBuild ASHRAE IBPSA-USA"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2012.2190114"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1016\/0305-0548(91)90013-H"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/TPDS.2014.2308223"},{"key":"ref36","author":"padakandla","year":"2019","journal-title":"Reinforcement Learning in Non-Stationary Environments"},{"key":"ref35","author":"perez","year":"2017","journal-title":"Non-Markovian Control With Gated End-to-End Memory Policy Networks"},{"key":"ref34","first-page":"500","article-title":"Reinforcement learning in Markovian and non-Markovian environments","author":"schmidhuber","year":"1990","journal-title":"Proc 3rd Int Conf Neural Inf Process Syst"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2015.2406316"},{"key":"ref40","first-page":"834","article-title":"Continuous control with deep reinforcement learning","author":"lillicrap","year":"2016","journal-title":"Proc Int Conf Learn Represent"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.23919\/ECC.2018.8550337"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2019.2909266"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2016.2517211"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/j.apenergy.2018.11.002"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1038\/nature14236"},{"key":"ref16","author":"gao","year":"2019","journal-title":"Energy-Efficient Thermal Comfort Control in Smart Buildings via Deep Reinforcement Learning"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1145\/3276774.3276775"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1016\/j.buildenv.2019.03.038"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2018.8489210"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2017.2765359"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2012.2230637"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1145\/3208903.3208914"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1145\/3061639.3062224"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2016.2552169"},{"key":"ref29","author":"xu","year":"2019","journal-title":"Arbitrage of Energy Storage in Electricity Markets With Deep Reinforcement Learning"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.3390\/en9050381"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2017.2775209"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2016.2605182"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.jprocont.2016.09.009"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2015.2492950"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2017.2668061"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/SIELA.2018.8447149"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/j.buildenv.2019.106284"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2019.2908431"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/GLOCOM.2016.7841899"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1016\/j.buildenv.2017.05.021"},{"key":"ref41","first-page":"1","article-title":"Optimal scheduling and operation of load aggregator with electric energy storage in power markets","author":"xu","year":"2010","journal-title":"Proc North Amer Power Symp"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.enbuild.2019.06.007"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1016\/j.enbuild.2018.05.056"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.2017.1600699CM"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/j.enbuild.2018.04.029"}],"container-title":["IEEE Internet of Things Journal"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6488907\/9066849\/08919976.pdf?arnumber=8919976","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,4,27]],"date-time":"2022-04-27T17:28:32Z","timestamp":1651080512000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8919976\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,4]]},"references-count":43,"journal-issue":{"issue":"4"},"URL":"https:\/\/doi.org\/10.1109\/jiot.2019.2957289","relation":{},"ISSN":["2327-4662","2372-2541"],"issn-type":[{"value":"2327-4662","type":"electronic"},{"value":"2372-2541","type":"electronic"}],"subject":[],"published":{"date-parts":[[2020,4]]}}}