{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,8]],"date-time":"2026-03-08T01:49:50Z","timestamp":1772934590188,"version":"3.50.1"},"reference-count":23,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,12,8]],"date-time":"2025-12-08T00:00:00Z","timestamp":1765152000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,12,8]],"date-time":"2025-12-08T00:00:00Z","timestamp":1765152000000},"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":[[2025,12,8]]},"DOI":"10.1109\/bigdata66926.2025.11401869","type":"proceedings-article","created":{"date-parts":[[2026,3,6]],"date-time":"2026-03-06T20:57:57Z","timestamp":1772830677000},"page":"2144-2149","source":"Crossref","is-referenced-by-count":0,"title":["Reinforcement Learning for Dynamic Decision Making in Engineering Systems"],"prefix":"10.1109","author":[{"given":"Ramin","family":"Giahi","sequence":"first","affiliation":[{"name":"Iowa State University,Ames,IA,USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Cameron A.","family":"MacKenzie","sequence":"additional","affiliation":[{"name":"Iowa State University,Ames,IA,USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Reyhaneh","family":"Bijari","sequence":"additional","affiliation":[{"name":"Iowa State University,Ames,IA,USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Reza Yousefi","family":"Maragheh","sequence":"additional","affiliation":[{"name":"University of Illinois,Urbana Champaign,USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Kai","family":"Zhao","sequence":"additional","affiliation":[{"name":"Georgia State University,Atlanta,GA,USA"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1080\/0740817X.2016.1189627"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1177\/1063293X11407300"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1007\/0-387-26771-9_4"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1080\/15435075.2014.993764"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1002\/9780470400531.eorms0780"},{"key":"ref6","volume-title":"A tutorial on stochastic programming","volume":"17","author":"Shapiro","year":"2007"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1038\/nature14236"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.13140\/RG.2.2.18893.74727"},{"key":"ref9","article-title":"Continuous control with deep reinforcement learning","author":"Lillicrap","year":"2015","journal-title":"arXiv preprint"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1007\/s10107-002-0331-0"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-04944-6_1"},{"key":"ref12","article-title":"Benders, nested benders and stochastic programming: An intuitive introduction","author":"Murphy","year":"2013","journal-title":"arXiv preprint"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TIA.2017.2723339"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1002\/aic.13844"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1007\/BF01582296"},{"key":"ref16","article-title":"A short introduction to stochastic optimization","volume":"23","author":"Ombach","year":"2014","journal-title":"Schedae Informaticae"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1137\/S105262340240063X"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.2200\/S00268ED1V01Y201005AIM009"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v30i1.10295"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1287\/opre.1050.0211"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TPWRS.2011.2138728"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1080\/0013791X.2022.2028047"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1061\/(ASCE)0733-947X(2009)135:7(406)"}],"event":{"name":"2025 IEEE International Conference on Big Data (BigData)","location":"Macau, China","start":{"date-parts":[[2025,12,8]]},"end":{"date-parts":[[2025,12,11]]}},"container-title":["2025 IEEE International Conference on Big Data (BigData)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11400704\/11400712\/11401869.pdf?arnumber=11401869","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,3,7]],"date-time":"2026-03-07T07:12:03Z","timestamp":1772867523000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11401869\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,12,8]]},"references-count":23,"URL":"https:\/\/doi.org\/10.1109\/bigdata66926.2025.11401869","relation":{},"subject":[],"published":{"date-parts":[[2025,12,8]]}}}