{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,6]],"date-time":"2026-05-06T15:26:31Z","timestamp":1778081191393,"version":"3.51.4"},"reference-count":70,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2024]]},"DOI":"10.1109\/access.2024.3352749","type":"journal-article","created":{"date-parts":[[2024,1,11]],"date-time":"2024-01-11T18:24:04Z","timestamp":1704997444000},"page":"9999-10011","source":"Crossref","is-referenced-by-count":47,"title":["Recent Developments of Game Theory and Reinforcement Learning Approaches: A Systematic Review"],"prefix":"10.1109","volume":"12","author":[{"ORCID":"https:\/\/orcid.org\/0009-0001-1943-180X","authenticated-orcid":false,"given":"Garima","family":"Jain","sequence":"first","affiliation":[{"name":"Madhav Institute of Technology and Science, Gwalior, Madhya Pradesh, India"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0540-7323","authenticated-orcid":false,"given":"Arun","family":"Kumar","sequence":"additional","affiliation":[{"name":"Madhav Institute of Technology and Science, Gwalior, Madhya Pradesh, India"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6791-5913","authenticated-orcid":false,"given":"Shahid Ahmad","family":"Bhat","sequence":"additional","affiliation":[{"name":"LUT Business School, LUT University, Lappeenranta, Finland"}]}],"member":"263","reference":[{"issue":"3","key":"ref1","volume-title":"An Introduction to Game Theory","volume":"3","author":"Osborne","year":"2004"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TNN.1998.712192"},{"key":"ref3","volume-title":"Game Theory","author":"Fudenberg","year":"1991"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1038\/nature16961"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9780511811654"},{"key":"ref6","article-title":"An overview of multi-agent reinforcement learning from game theoretical perspective","author":"Yang","year":"2020","journal-title":"arXiv:2011.00583"},{"key":"ref7","article-title":"Algorithms in multi-agent systems: A holistic perspective from reinforcement learning and game theory","author":"Lu","year":"2020","journal-title":"arXiv:2001.06487"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1088\/1742-6596\/1453\/1\/012076"},{"key":"ref9","article-title":"Future research trends by integrating deep reinforcement learning, robotics and game theory","volume-title":"Proc. IEICE Conf. Arch","author":"Zhang"},{"key":"ref10","first-page":"60","article-title":"Two perspectives on playing games: Reinforcement learning vs game theory","volume-title":"Proc. Int. Conf. Artif. Intell. (ICAI), World Congr. Comput. Sci.","author":"Moll"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2009.10.020"},{"key":"ref12","volume-title":"A Course in Game Theory","author":"Osborne","year":"1994"},{"key":"ref13","volume-title":"Thinking Strategically: The Competitive Edge in Business, Politics, and Everyday Life","author":"Dixit","year":"1993"},{"key":"ref14","volume-title":"Game Theory: An Introduction","author":"Tadelis","year":"2013"},{"key":"ref15","volume-title":"Game Theory: Analysis of Conflict","author":"Myerson","year":"1991"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.4337\/9781781956298.00009"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.2307\/1906951"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1057\/9781137294678.0132"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1561\/2200000071"},{"key":"ref20","volume-title":"Dynamic Programming and Optimal Control","volume":"1","author":"Bertsekas","year":"2012"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-27645-3"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.3390\/act11070192"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.24251\/HICSS.2021.041"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/NOMS47738.2020.9110453"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/j.arcontrol.2019.10.002"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.3389\/fphy.2023.1292702"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TETCI.2022.3145694"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2021.3109132"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/ICCT50939.2020.9295872"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2020.2980823"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TIV.2023.3237790"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2023.3281812"},{"key":"ref33","first-page":"3035","article-title":"Enhancing smart, sustainable mobility with game theory and multi-agent reinforcement learning","volume-title":"Proc. Int. Conf. Auto. Agents Multiagent Syst.","author":"Cipolina-Kun"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/TIV.2023.3323138"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.23919\/CCC55666.2022.9901992"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1111\/exsy.13191"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1117\/12.2618517"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.4271\/2022-01-0221"},{"key":"ref39","article-title":"Multi-agent traffic control using game theory and reinforcement learning","author":"Guo","year":"2022"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2021.3117028"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/TCST.2021.3075557"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/MITS.2020.2990189"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.2514\/1.G000176"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1016\/j.mlwa.2022.100341"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/TNSM.2022.3202168"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/ICC45855.2022.9838691"},{"key":"ref47","article-title":"Modeling human-coupled common pool resource systems with techniques in evolutionary game theory and reinforcement learning","author":"Farahbakhsh","year":"2021"},{"key":"ref48","article-title":"Large-scale multi-agent decision-making using mean field game theory and reinforcement learning","author":"Zhou","year":"2021"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/JSEN.2020.3029430"},{"key":"ref50","article-title":"Resolving implicit coordination in multi-agent deep reinforcement learning with deep Q-networks & game theory","author":"Adams","year":"2020","journal-title":"arXiv:2012.09136"},{"key":"ref51","article-title":"Game theory based distributed coordination with multi-agent reinforcement learning","volume-title":"Proc. SOARS","author":"Morrison"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1504\/IJWMC.2019.100069"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-023-35237-x"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.23919\/JSEE.2023.000012"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1002\/cjce.24878"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.3390\/s22062328"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v36i8.20908"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2017.12.036"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2016.2551693"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1016\/j.automatica.2012.08.037"},{"key":"ref61","volume-title":"Deep Reinforcement Learning for General Game Playing","author":"Arthurs","year":"2016"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1006\/game.1996.0044"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-30869-2_1"},{"key":"ref64","first-page":"805","article-title":"Fictitious self-play in extensive-form games","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Heinrich"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.39.10.1953"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1515\/9781400882014-014"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-44184-5_30"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1016\/0899-8256(92)90035-Q"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1016\/j.geb.2004.09.003"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.1109\/CDC51059.2022.9992839"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6287639\/10380310\/10388323.pdf?arnumber=10388323","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,2,1]],"date-time":"2024-02-01T01:51:34Z","timestamp":1706752294000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10388323\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024]]},"references-count":70,"URL":"https:\/\/doi.org\/10.1109\/access.2024.3352749","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024]]}}}