{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,21]],"date-time":"2026-02-21T20:19:24Z","timestamp":1771705164018,"version":"3.50.1"},"reference-count":27,"publisher":"IEEE","license":[{"start":{"date-parts":[[2019,10,1]],"date-time":"2019-10-01T00:00:00Z","timestamp":1569888000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2019,10,1]],"date-time":"2019-10-01T00:00:00Z","timestamp":1569888000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2019,10,1]],"date-time":"2019-10-01T00:00:00Z","timestamp":1569888000000},"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":[[2019,10]]},"DOI":"10.1109\/itsc.2019.8916920","type":"proceedings-article","created":{"date-parts":[[2019,11,29]],"date-time":"2019-11-29T11:11:50Z","timestamp":1575025910000},"page":"3314-3321","source":"Crossref","is-referenced-by-count":9,"title":["Combinatorial Reinforcement Learning of Linear Assignment Problems"],"prefix":"10.1109","author":[{"given":"Sascha","family":"Hamzehi","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Klaus","family":"Bogenberger","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Philipp","family":"Franeck","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Bernd","family":"Kaltenhauser","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.physa.2005.05.044"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1007\/BF02186476"},{"key":"ref12","volume":"2","author":"west","year":"2001","journal-title":"Introduction to Graph Theory"},{"key":"ref13","volume":"2050","author":"bellman","year":"2015","journal-title":"Applied Dynamic Programming"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1287\/trsc.1080.0238"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/IROS.2017.8206203"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-87479-9_61"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1007\/978-0-387-77778-8"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2015.2393059"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/72.935097"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1287\/opre.48.4.505.12425"},{"key":"ref27","doi-asserted-by":"crossref","first-page":"279","DOI":"10.1007\/BF00992698","article-title":"Q-learning","volume":"8","author":"watkins","year":"1992","journal-title":"Machine Learning"},{"key":"ref3","doi-asserted-by":"crossref","first-page":"2566","DOI":"10.1073\/pnas.012582999","article-title":"Random graph models of social networks","volume":"99","author":"smar","year":"2002","journal-title":"Proceedings of the National Academy of Sciences"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1137\/0202019"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/S0304-0208(08)73232-8"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1140\/epjb\/e2009-00090-x"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1137\/0105003"},{"key":"ref2","article-title":"Learning combinatorial optimization algorithms over graphs","author":"dai","year":"2017"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.physa.2004.03.019"},{"key":"ref1","doi-asserted-by":"crossref","first-page":"529","DOI":"10.1038\/nature14236","article-title":"Human-level control through deep reinforcement learning","volume":"518","author":"mnih","year":"2015","journal-title":"Nature"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1613\/jair.1666"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1007\/BF00249638"},{"key":"ref21","author":"cormen","year":"2001","journal-title":"Introduction to Algorithms TH Cormen"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1093\/comjnl\/7.4.308"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1145\/321958.321975"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TNN.1998.712192"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1142\/S0218001404003228"}],"event":{"name":"2019 IEEE Intelligent Transportation Systems Conference - ITSC","location":"Auckland, New Zealand","start":{"date-parts":[[2019,10,27]]},"end":{"date-parts":[[2019,10,30]]}},"container-title":["2019 IEEE Intelligent Transportation Systems Conference (ITSC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8907344\/8916833\/08916920.pdf?arnumber=8916920","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,7,18]],"date-time":"2022-07-18T14:45:34Z","timestamp":1658155534000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8916920\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,10]]},"references-count":27,"URL":"https:\/\/doi.org\/10.1109\/itsc.2019.8916920","relation":{},"subject":[],"published":{"date-parts":[[2019,10]]}}}