{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,20]],"date-time":"2026-05-20T18:19:45Z","timestamp":1779301185026,"version":"3.51.4"},"reference-count":46,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"12","license":[{"start":{"date-parts":[[2021,12,1]],"date-time":"2021-12-01T00:00:00Z","timestamp":1638316800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2021,12,1]],"date-time":"2021-12-01T00:00:00Z","timestamp":1638316800000},"content-version":"am","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2021,12,1]],"date-time":"2021-12-01T00:00:00Z","timestamp":1638316800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2021,12,1]],"date-time":"2021-12-01T00:00:00Z","timestamp":1638316800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"name":"Office of the Assistant Secretary of Defense for Health Affairs under","award":["W81XWH-18-1-0769"],"award-info":[{"award-number":["W81XWH-18-1-0769"]}]},{"DOI":"10.13039\/100000001","name":"National Science Foundation","doi-asserted-by":"publisher","award":["CNS-1618335"],"award-info":[{"award-number":["CNS-1618335"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100004351","name":"CISCO","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100004351","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Intell. Transport. Syst."],"published-print":{"date-parts":[[2021,12]]},"DOI":"10.1109\/tits.2021.3096537","type":"journal-article","created":{"date-parts":[[2021,8,4]],"date-time":"2021-08-04T20:18:33Z","timestamp":1628108313000},"page":"7931-7942","source":"Crossref","is-referenced-by-count":86,"title":["A Distributed Model-Free Ride-Sharing Approach for Joint Matching, Pricing, and Dispatching Using Deep Reinforcement Learning"],"prefix":"10.1109","volume":"22","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-9782-6591","authenticated-orcid":false,"given":"Marina","family":"Haliem","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ganapathy","family":"Mani","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9131-4723","authenticated-orcid":false,"given":"Vaneet","family":"Aggarwal","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3803-8672","authenticated-orcid":false,"given":"Bharat","family":"Bhargava","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1108\/02634500510603483"},{"key":"ref38","year":"2019","journal-title":"Nyc taxi and limousine commission (tlc) trip record data"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1016\/j.tre.2019.07.002"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM.2018.8485988"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2014.2334313"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1177\/0278364915581863"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1038\/s41586-018-0095-1"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1016\/j.trpro.2017.05.004"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-13-8679-4_27"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1111\/mice.12157"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.1403657111"},{"key":"ref40","first-page":"410","article-title":"T-share: A large-scale dynamic taxi ridesharing service","author":"ma","year":"2013","journal-title":"Proc IEEE 29th Int Conf Data Eng (ICDE)"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.trc.2020.02.008"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1287\/trsc.2017.0768"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.trb.2011.05.017"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/j.trc.2020.01.024"},{"key":"ref15","first-page":"266","article-title":"A mechanism for dynamic ride sharing based on parallel auctions","author":"kleiner","year":"2011","journal-title":"Proc IJCAI"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.tcs.2019.05.045"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.cie.2020.106601"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2020.106244"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/ICDE48307.2020.00088"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2020.3027200"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-60934-8_13"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1016\/j.trb.2019.07.009"},{"key":"ref3","author":"iqbal","year":"2020"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1007\/s10479-014-1605-7"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2019.2931830"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.14778\/3236187.3236211"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.trb.2018.02.001"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2016.2521862"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.1611675114"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejor.2012.05.028"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1145\/3385958.3430484"},{"key":"ref46","year":"2018","journal-title":"OpenStreetMap"},{"key":"ref20","first-page":"1","article-title":"Algorithms for trip-vehicle assignment in ride-sharing","author":"bei","year":"2018","journal-title":"Proc 32nd AAAI Conf Artif Intell"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2021.3083740"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1145\/2996913.2996974"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.14778\/3384345.3384348"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2019.112914"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1145\/2820783.2820850"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/TASE.2016.2529580"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1145\/3035918.3064008"},{"key":"ref44","article-title":"PassGoodPool: Joint passengers and goods fleet management with reinforcement learning aided pricing, matching, and route planning","author":"manchella","year":"2020","journal-title":"arXiv 2011 08999"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/ICDE.2017.156"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2020.3048361"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TBDATA.2016.2627223"}],"container-title":["IEEE Transactions on Intelligent Transportation Systems"],"original-title":[],"link":[{"URL":"https:\/\/ieeexplore.ieee.org\/ielam\/6979\/9627321\/9507388-aam.pdf","content-type":"application\/pdf","content-version":"am","intended-application":"syndication"},{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6979\/9627321\/09507388.pdf?arnumber=9507388","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,4,8]],"date-time":"2022-04-08T18:50:26Z","timestamp":1649443826000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9507388\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,12]]},"references-count":46,"journal-issue":{"issue":"12"},"URL":"https:\/\/doi.org\/10.1109\/tits.2021.3096537","relation":{},"ISSN":["1524-9050","1558-0016"],"issn-type":[{"value":"1524-9050","type":"print"},{"value":"1558-0016","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021,12]]}}}