{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,24]],"date-time":"2025-12-24T08:20:36Z","timestamp":1766564436440,"version":"3.48.0"},"reference-count":34,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"1","license":[{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"content-version":"am","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"name":"National Science Foundation","award":["ECCS-2223629"],"award-info":[{"award-number":["ECCS-2223629"]}]},{"name":"National Science Foundation","award":["ECCS-2223628"],"award-info":[{"award-number":["ECCS-2223628"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Smart Grid"],"published-print":{"date-parts":[[2026,1]]},"DOI":"10.1109\/tsg.2025.3597888","type":"journal-article","created":{"date-parts":[[2025,8,18]],"date-time":"2025-08-18T19:44:52Z","timestamp":1755546292000},"page":"690-703","source":"Crossref","is-referenced-by-count":0,"title":["Distribution Service Restoration: A Distributionally Robust Reinforcement Learning Approach"],"prefix":"10.1109","volume":"17","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-4333-859X","authenticated-orcid":false,"given":"Seyed","family":"Saeed Fazlhashemi","sequence":"first","affiliation":[{"name":"Department of Electrical and Computer Engineering, Southern Methodist University, Dallas, TX, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3856-5704","authenticated-orcid":false,"given":"Mohammad E.","family":"Khodayar","sequence":"additional","affiliation":[{"name":"Department of Electrical and Computer Engineering, Southern Methodist University, Dallas, TX, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4683-7810","authenticated-orcid":false,"given":"Mahdi","family":"Khodayar","sequence":"additional","affiliation":[{"name":"Department of Computer Science, University of Tulsa, Tulsa, OK, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7162-509X","authenticated-orcid":false,"given":"Jianhui","family":"Wang","sequence":"additional","affiliation":[{"name":"Department of Electrical and Computer Engineering, Southern Methodist University, Dallas, TX, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/TPWRS.2002.804947"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TPWRS.2007.907585"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1049\/iet-gtd.2016.1783"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.energy.2013.03.099"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2017.2650917"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TPWRS.2018.2855102"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TPWRS.2018.2885763"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2019.2927739"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2021.3086080"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TSTE.2022.3148236"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/PESGM41954.2020.9282132"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TPWRS.2021.3056543"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2021.3078110"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2022.3160387"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2022.3179593"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.apenergy.2021.118189"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TPWRS.2021.3102870"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TPWRS.2021.3078446"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2023.3310893"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TPWRS.2023.3240479"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1016\/j.apenergy.2023.120826"},{"volume-title":"Implications of extreme weather events on U.S. telecommunications infrastructure","year":"2024","key":"ref22"},{"key":"ref23","article-title":"Distributionally robust reinforcement learning","author":"Smirnova","year":"2019","journal-title":"arXiv:1902.08708"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TPWRS.2017.2720122"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TPWRS.2015.2503426"},{"key":"ref26","first-page":"449","article-title":"A distributional perspective on reinforcement learning","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Bellemare"},{"key":"ref27","first-page":"79903","article-title":"The curious price of distributional robustness in reinforcement learning with a generative model","volume-title":"Proc. 37th Conf. Neural Inf. Process. Syst.","volume":"36","author":"Shi"},{"key":"ref28","first-page":"100","article-title":"Distributionally robust model-based reinforcement learning with large state spaces","volume-title":"Proc. Int. Conf. Artif. Intell. Statist.","author":"Ramesh"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2022.3143230"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.48550\/arXiv.1812.05905"},{"key":"ref31","article-title":"Soft actor-critic for discrete action settings","author":"Christodoulou","year":"2019","journal-title":"arXiv:1910.07207"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/APPEEC.2012.6307515"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/JSYST.2020.3048817"},{"volume-title":"Travel data.","year":"2024","key":"ref34"}],"container-title":["IEEE Transactions on Smart Grid"],"original-title":[],"link":[{"URL":"https:\/\/ieeexplore.ieee.org\/ielam\/5165411\/11311981\/11129194-aam.pdf","content-type":"application\/pdf","content-version":"am","intended-application":"syndication"},{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/5165411\/11311981\/11129194.pdf?arnumber=11129194","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,12,24]],"date-time":"2025-12-24T07:02:55Z","timestamp":1766559775000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11129194\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,1]]},"references-count":34,"journal-issue":{"issue":"1"},"URL":"https:\/\/doi.org\/10.1109\/tsg.2025.3597888","relation":{},"ISSN":["1949-3053","1949-3061"],"issn-type":[{"type":"print","value":"1949-3053"},{"type":"electronic","value":"1949-3061"}],"subject":[],"published":{"date-parts":[[2026,1]]}}}