{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,21]],"date-time":"2026-05-21T22:29:39Z","timestamp":1779402579128,"version":"3.53.1"},"reference-count":51,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"15","license":[{"start":{"date-parts":[[2021,8,1]],"date-time":"2021-08-01T00:00:00Z","timestamp":1627776000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2021,8,1]],"date-time":"2021-08-01T00:00:00Z","timestamp":1627776000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2021,8,1]],"date-time":"2021-08-01T00:00:00Z","timestamp":1627776000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100012166","name":"National Key Research and Development Program of China","doi-asserted-by":"publisher","award":["2018AAA0101201"],"award-info":[{"award-number":["2018AAA0101201"]}],"id":[{"id":"10.13039\/501100012166","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61972044"],"award-info":[{"award-number":["61972044"]}],"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":["61732017"],"award-info":[{"award-number":["61732017"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100012226","name":"Fundamental Research Funds for the Central Universities","doi-asserted-by":"publisher","award":["2020XD-A09-1"],"award-info":[{"award-number":["2020XD-A09-1"]}],"id":[{"id":"10.13039\/501100012226","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"Funds for International Cooperation and Exchange of NSFC","doi-asserted-by":"publisher","award":["61720106007"],"award-info":[{"award-number":["61720106007"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100013314","name":"111 Project","doi-asserted-by":"publisher","award":["B18008"],"award-info":[{"award-number":["B18008"]}],"id":[{"id":"10.13039\/501100013314","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Internet Things J."],"published-print":{"date-parts":[[2021,8,1]]},"DOI":"10.1109\/jiot.2021.3062569","type":"journal-article","created":{"date-parts":[[2021,3,1]],"date-time":"2021-03-01T22:24:47Z","timestamp":1614637487000},"page":"12150-12162","source":"Crossref","is-referenced-by-count":23,"title":["When Crowdsourcing Meets Unmanned Vehicles: Toward Cost-Effective Collaborative Urban Sensing via Deep Reinforcement Learning"],"prefix":"10.1109","volume":"8","author":[{"given":"Lige","family":"Ding","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7337-9168","authenticated-orcid":false,"given":"Dong","family":"Zhao","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Mingzhe","family":"Cao","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7199-5047","authenticated-orcid":false,"given":"Huadong","family":"Ma","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1002\/net.21818"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1145\/2971648.2971709"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/TNET.2014.2379281"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2019.2940717"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2019.2898950"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2018.2815982"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/INFCOM.2012.6195568"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2018.2880463"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2020.2964657"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2016.2587722"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1016\/j.comnet.2019.06.010"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/ICDCS.2018.00164"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2017.2783439"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.2014.6871666"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/MIC.2012.70"},{"key":"ref20","first-page":"6379","article-title":"Multi-agent actor&#x2013;critic for mixed cooperative-competitive environments","author":"lowe","year":"2017","journal-title":"Proc NIPS"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2019.2904353"},{"key":"ref21","first-page":"2974","article-title":"Counterfactual multi-agent policy gradients","author":"foerster","year":"2018","journal-title":"Proc AAAI"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1145\/3314402"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2019.2962545"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1145\/3219819.3219993"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1145\/3292500.3330968"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/TNET.2011.2120618"},{"key":"ref51","first-page":"3207","article-title":"Deep reinforcement learning that matters","author":"henderson","year":"2018","journal-title":"Proc AAAI"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/ICUAS.2017.7991353"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2015.2415528"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM.2018.8485863"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TPDS.2014.2308178"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1007\/s11276-014-0687-0"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/j.comcom.2015.01.018"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM.2018.8485869"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1145\/3005745.3005750"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1038\/nature14236"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0172395"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/ITSC.2017.8317730"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1145\/1644038.1644095"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.2011.6069707"},{"key":"ref6","doi-asserted-by":"crossref","first-page":"323","DOI":"10.1145\/1460412.1460444","article-title":"NeriCell: Rich monitoring of road and traffic conditions using mobile smartphones","author":"mohan","year":"2008","journal-title":"Proc ACM SenSys"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1145\/3191752"},{"key":"ref8","year":"2021","journal-title":"Monitoring Air Polution Using Drones"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1145\/1814433.1814448"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/INFCOM.2009.5061995"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2018\/535"},{"key":"ref46","author":"lillicrap","year":"2015","journal-title":"Continuous control with deep reinforcement learning"},{"key":"ref45","author":"bertsekas","year":"1995","journal-title":"Dynamic Programming and Optimal Control"},{"key":"ref48","author":"hausknecht","year":"2015","journal-title":"Deep recurrent q-learning for partially observable mdps"},{"key":"ref47","author":"schulman","year":"2017","journal-title":"Proximal policy optimization algorithms"},{"key":"ref42","first-page":"1290","article-title":"Strategic coordination of human patrollers and mobile sensors with signaling for security games","author":"xu","year":"2018","journal-title":"Proc AAAI"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/TCOMM.2018.2857461"},{"key":"ref44","author":"jain","year":"1984","journal-title":"A Quantitative Measure Of Fairness And Discrimination"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v34i04.5744"}],"container-title":["IEEE Internet of Things Journal"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6488907\/9493570\/09365704.pdf?arnumber=9365704","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,10,22]],"date-time":"2023-10-22T06:51:24Z","timestamp":1697957484000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9365704\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,8,1]]},"references-count":51,"journal-issue":{"issue":"15"},"URL":"https:\/\/doi.org\/10.1109\/jiot.2021.3062569","relation":{},"ISSN":["2327-4662","2372-2541"],"issn-type":[{"value":"2327-4662","type":"electronic"},{"value":"2372-2541","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021,8,1]]}}}