{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,8]],"date-time":"2026-10-08T03:03:39Z","timestamp":1791428619171,"version":"4.3.3"},"reference-count":66,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"10","license":[{"start":{"date-parts":[[2024,10,1]],"date-time":"2024-10-01T00:00:00Z","timestamp":1727740800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"funder":[{"DOI":"10.13039\/501100004052","name":"King Abdullah University of Science and Technology Research Funding","doi-asserted-by":"publisher","award":["ORFS-2023-OFP-5532.2"],"award-info":[{"award-number":["ORFS-2023-OFP-5532.2"]}],"id":[{"id":"10.13039\/501100004052","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Wireless Commun."],"published-print":{"date-parts":[[2024,10]]},"DOI":"10.1109\/twc.2024.3430228","type":"journal-article","created":{"date-parts":[[2024,7,24]],"date-time":"2024-07-24T18:47:38Z","timestamp":1721846858000},"page":"15462-15476","source":"Crossref","is-referenced-by-count":12,"title":["Multi-UAV Reinforcement Learning for Data Collection in Cellular MIMO Networks"],"prefix":"10.1109","volume":"23","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-7423-0357","authenticated-orcid":false,"given":"Carles","family":"Diaz-Vilor","sequence":"first","affiliation":[{"name":"Center for Pervasive Communications and Computing, University of California at Irvine, Irvine, CA, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5277-6420","authenticated-orcid":false,"given":"Amr M.","family":"Abdelhady","sequence":"additional","affiliation":[{"name":"Computer Electrical, and Mathematical Science and Engineering Division, King Abdullah University of Science and Technology, Thuwal, Saudi Arabia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1849-083X","authenticated-orcid":false,"given":"Ahmed M.","family":"Eltawil","sequence":"additional","affiliation":[{"name":"Computer Electrical, and Mathematical Science and Engineering Division, King Abdullah University of Science and Technology, Thuwal, Saudi Arabia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6838-8038","authenticated-orcid":false,"given":"Hamid","family":"Jafarkhani","sequence":"additional","affiliation":[{"name":"Center for Pervasive Communications and Computing, University of California at Irvine, Irvine, CA, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.001.2000388"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.jnca.2020.102706"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.jnca.2023.103670"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/ICC45041.2023.10279435"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2024.3367005"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/CCNC51644.2023.10060414"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2010.193"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2021.3078701"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/LWC.2017.2776922"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2018.2864420"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2021.3102185"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2022.3215941"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2023.3294908"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TCOMM.2020.2992521"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2018.2878021"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/GLOBECOM42002.2020.9322550"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2022.3189214"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2022.3140357"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2016.2590541"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2019.2914199"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2023.3241087"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2020.3023065"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2021.3135385"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TCOMM.2023.3327443"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2023.3267607"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2023.3264523"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2023.3326457"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/OJCOMS.2024.3372881"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2023.3239952"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2023.3244812"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TGCN.2021.3068333"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/TCCN.2021.3105133"},{"key":"ref33","article-title":"Taking to the air to help on the ground: How UAVs can help fight wildfires","volume-title":"Proc. IEEE ComSoc Technol. News","author":"Jafarkhani"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/INFCOM.2012.6195689"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2020.3004162"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2018.2885871"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/INFCOMW.2018.8406973"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2013.130205"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2012.2191700"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9780511536779"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/ICC.2014.6884144"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2007.051007"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2018.2856587"},{"key":"ref44","doi-asserted-by":"crossref","first-page":"937","DOI":"10.1093\/ietcom\/e89-b.3.937","article-title":"Channel characterization and performance evaluation of mobile communication employing stratospheric platforms","volume":"E89-B","author":"Shimamoto","year":"2006","journal-title":"IEICE Trans. Commun."},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/tnn.1998.712192"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2017.2743240"},{"key":"ref47","article-title":"Playing Atari with deep reinforcement learning","author":"Mnih","year":"2013","journal-title":"arXiv:1312.5602"},{"key":"ref48","article-title":"Policy gradient methods for reinforcement learning with function approximation","volume":"12","author":"Sutton","year":"1999","journal-title":"Adv. Neural Inf. Proc. Syst."},{"key":"ref49","article-title":"Actor-critic algorithms","volume":"12","author":"Konda","year":"1999","journal-title":"Adv. Neural Inf. Proc. Syst."},{"key":"ref50","first-page":"1928","article-title":"Asynchronous methods for deep reinforcement learning","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Mnih"},{"key":"ref51","article-title":"Continuous control with deep reinforcement learning","author":"Lillicrap","year":"2015","journal-title":"arXiv:1509.02971"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2021.3088655"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/TCOMM.2021.3089476"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2020.3016024"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2021.3129504"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2021.3062091"},{"key":"ref57","first-page":"1587","article-title":"Addressing function approximation error in actor-critic methods","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Fujimoto"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2021.3102589"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1109\/TCOMM.2023.3262826"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1214\/aoms\/1177731415"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1109\/TCOMM.2018.2809737"},{"key":"ref62","article-title":"Multiagent planning with factored MDPs","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"14","author":"Guestrin"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1145\/1143844.1143877"},{"key":"ref64","first-page":"278","article-title":"Policy invariance under reward transformations: Theory and application to reward shaping","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Ng"},{"key":"ref65","volume-title":"Enhanced LTE Support for Aerial Vehicles","year":"2017"},{"key":"ref66","article-title":"Adam: A method for stochastic optimization","author":"Kingma","year":"2014","journal-title":"arXiv:1412.6980"}],"container-title":["IEEE Transactions on Wireless Communications"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/7693\/10713396\/10609329.pdf?arnumber=10609329","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,10,11]],"date-time":"2024-10-11T04:25:23Z","timestamp":1728620723000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10609329\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,10]]},"references-count":66,"journal-issue":{"issue":"10"},"URL":"https:\/\/doi.org\/10.1109\/twc.2024.3430228","relation":{},"ISSN":["1536-1276","1558-2248"],"issn-type":[{"value":"1536-1276","type":"print"},{"value":"1558-2248","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,10]]}}}