{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,10,30]],"date-time":"2024-10-30T16:36:22Z","timestamp":1730306182170,"version":"3.28.0"},"reference-count":15,"publisher":"IEEE","license":[{"start":{"date-parts":[[2022,12,11]],"date-time":"2022-12-11T00:00:00Z","timestamp":1670716800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,12,11]],"date-time":"2022-12-11T00:00:00Z","timestamp":1670716800000},"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":[[2022,12,11]]},"DOI":"10.1109\/wsc57314.2022.10015275","type":"proceedings-article","created":{"date-parts":[[2023,1,23]],"date-time":"2023-01-23T20:11:54Z","timestamp":1674504714000},"page":"3051-3062","source":"Crossref","is-referenced-by-count":0,"title":["Non-Myopic Knowledge Gradient Policy for Ranking and Selection"],"prefix":"10.1109","author":[{"given":"Kexin","family":"Qin","sequence":"first","affiliation":[{"name":"School of Data Science, Fudan University,Shanghai,CHINA,200433"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"L. Jeff","family":"Hong","sequence":"additional","affiliation":[{"name":"School of Data Science, Fudan University,Shanghai,CHINA,200433"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Weiwei","family":"Fan","sequence":"additional","affiliation":[{"name":"Advanced Institute of Business, Tongji University,Shanghai,CHINA,200092"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"issue":"2","key":"ref1","doi-asserted-by":"crossref","first-page":"235","DOI":"10.1023\/A:1013689704352","article-title":"Finite-time analysis of the multiarmed bandit problem","volume":"47","author":"Auer","year":"2002","journal-title":"Machine learning"},{"key":"ref2","volume-title":"Dynamic programming and optimal control: Volume I","volume":"1","author":"Bertsekas","year":"2012"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TCIAIG.2012.2186810"},{"issue":"3","key":"ref4","doi-asserted-by":"crossref","first-page":"251","DOI":"10.1023\/A:1008349927281","article-title":"Simulation budget allocation for further enhancing the efficiency of ordinal optimization","volume":"10","author":"Chen","year":"2000","journal-title":"Discrete Event Dynamic Systems"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1287\/opre.49.5.732.10615"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.3233\/ICG-2007-30403"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1137\/070693424"},{"key":"ref8","first-page":"790","article-title":"GLASSES: Relieving The Myopia Of Bayesian Optimisation","volume-title":"Proceedings of the 19th International Conference on Artificial Intelligence and Statistics.","author":"Gonzalez"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1007\/s42524-021-0152-6"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1007\/11871842_29"},{"key":"ref11","first-page":"883","article-title":"Bayesian Optimization with a Finite Budget: An Approximate Dynamic Programming Approach","volume-title":"Proceedings of the 30th International Conference on Neural Information Processing Systems","author":"Lam"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1007\/s10472-011-9258-6"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1038\/nature16961"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/tnn.1998.712192"},{"key":"ref15","first-page":"2808","article-title":"Why Non-myopic Bayesian Optimization is Promising and How Far Should We Look-ahead? A Study via Rollout","volume-title":"Proceedings of the Twenty Third International Conference on Artificial Intelligence and Statistics","author":"Yue"}],"event":{"name":"2022 Winter Simulation Conference (WSC)","start":{"date-parts":[[2022,12,11]]},"location":"Singapore","end":{"date-parts":[[2022,12,14]]}},"container-title":["2022 Winter Simulation Conference (WSC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/10015196\/10015230\/10015275.pdf?arnumber=10015275","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,3,2]],"date-time":"2024-03-02T14:56:07Z","timestamp":1709391367000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10015275\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,12,11]]},"references-count":15,"URL":"https:\/\/doi.org\/10.1109\/wsc57314.2022.10015275","relation":{},"subject":[],"published":{"date-parts":[[2022,12,11]]}}}