{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,24]],"date-time":"2025-03-24T18:10:20Z","timestamp":1742839820050,"version":"3.40.2"},"reference-count":23,"publisher":"IEEE","license":[{"start":{"date-parts":[[2024,9,24]],"date-time":"2024-09-24T00:00:00Z","timestamp":1727136000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,9,24]],"date-time":"2024-09-24T00:00:00Z","timestamp":1727136000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2024,9,24]]},"DOI":"10.1109\/itsc58415.2024.10919911","type":"proceedings-article","created":{"date-parts":[[2025,3,21]],"date-time":"2025-03-21T19:00:11Z","timestamp":1742583611000},"page":"3453-3458","source":"Crossref","is-referenced-by-count":0,"title":["Reinforcement Learning Approach for Improving Platform Performance in Two-Sided Mobility Markets"],"prefix":"10.1109","author":[{"given":"Farnoud","family":"Ghasemi","sequence":"first","affiliation":[{"name":"Jagiellonian University,Faculty of Mathematics and Computer Science,Poland"}]},{"given":"Seyed Hassan","family":"Tabatabaei","sequence":"additional","affiliation":[{"name":"School of Computer Engineering, Iran University of Science and Technology,Tehran,Iran"}]},{"given":"Saeedeh","family":"Ghanadbashi","sequence":"additional","affiliation":[{"name":"School of Computer Science, University College Dublin,Dublin,Ireland"}]},{"given":"Rafa\u0142","family":"Kucharski","sequence":"additional","affiliation":[{"name":"Jagiellonian University,Faculty of Mathematics and Computer Science,Poland"}]},{"given":"Fatemeh","family":"Golpayegani","sequence":"additional","affiliation":[{"name":"School of Computer Science, University College Dublin,Dublin,Ireland"}]}],"member":"263","reference":[{"article-title":"Uber technologies, inc. 2023 form 10-k annual repo","volume-title":"U.S. Securities and Exchange Commission","year":"2023","key":"ref1"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1111\/j.1756-2171.2006.tb00036.x"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.2202\/1446-9022.1256"},{"key":"ref4","article-title":"The network effects bible","volume-title":"NFX","author":"Currier","year":"2019"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.3390\/su11205562"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1177\/0019793917717222"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/ICTAI.2018.00135"},{"key":"ref8","doi-asserted-by":"crossref","first-page":"122","DOI":"10.1016\/j.trb.2019.07.009","article-title":"Ride sourcing systems: A framework and review","volume":"129","author":"Wang","year":"2019","journal-title":"Transportation Research Part B: Methodological"},{"volume-title":"Uber drivers face real-terms pay cut after service fee hike","year":"2021","author":"Klovig Skelton","key":"ref9"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2022.3162848"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/ITSC48978.2021.9564925"},{"key":"ref12","article-title":"Optimizing online matching for ride-sourcing services with multi-agent deep reinforcement learning","author":"Ke","year":"2019","journal-title":"arXiv preprint"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.trb.2021.06.014"},{"key":"ref14","first-page":"679","article-title":"Modelling the rise and fall of two-sided markets","author":"Ghasemi","year":"2024","journal-title":"IFAAMAS (International Foundation for Autonomous Agents and Multiagent Systems)"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0269682"},{"key":"ref16","article-title":"Rudder: Return decomposition for delayed rewards","volume":"32","author":"Arjona-Medina","year":"2019","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref17","first-page":"8280","article-title":"Off-policy rein-forcement learning with delayed rewards","volume-title":"International Conference on Machine Learning","author":"Han","year":"2022"},{"issue":"7","key":"ref18","doi-asserted-by":"crossref","first-page":"613","DOI":"10.1016\/j.trb.2002.10.001","article-title":"A learning-based transportation oriented simulation system","volume":"38","author":"A","year":"2004","journal-title":"Transportation Research Part B: Method-ological"},{"issue":"1","key":"ref19","doi-asserted-by":"crossref","first-page":"23","DOI":"10.1080\/23249935.2018.1537319","article-title":"Crowding valuation in urban tram and bus transportation based on smart card data","volume":"16","author":"Yap","year":"2020","journal-title":"Transportmetrica A Transport Science"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0262496"},{"article-title":"Hourly minimum wage","volume-title":"G. of the Netherlands","year":"2023","key":"ref21"},{"volume-title":"Get a Price Estimate in Your City","year":"2022","key":"ref22"},{"article-title":"Choosing the right distance rate for your car","volume-title":"Uber","year":"2023","key":"ref23"}],"event":{"name":"2024 IEEE 27th International Conference on Intelligent Transportation Systems (ITSC)","start":{"date-parts":[[2024,9,24]]},"location":"Edmonton, AB, Canada","end":{"date-parts":[[2024,9,27]]}},"container-title":["2024 IEEE 27th International Conference on Intelligent Transportation Systems (ITSC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/10919469\/10919190\/10919911.pdf?arnumber=10919911","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,3,24]],"date-time":"2025-03-24T17:44:37Z","timestamp":1742838277000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10919911\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,9,24]]},"references-count":23,"URL":"https:\/\/doi.org\/10.1109\/itsc58415.2024.10919911","relation":{},"subject":[],"published":{"date-parts":[[2024,9,24]]}}}