{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,8,21]],"date-time":"2025-08-21T18:43:18Z","timestamp":1755801798514,"version":"3.44.0"},"reference-count":21,"publisher":"IEEE","license":[{"start":{"date-parts":[[2019,6,1]],"date-time":"2019-06-01T00:00:00Z","timestamp":1559347200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2019,6,1]],"date-time":"2019-06-01T00:00:00Z","timestamp":1559347200000},"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":[[2019,6]]},"DOI":"10.1109\/dsw.2019.8755578","type":"proceedings-article","created":{"date-parts":[[2019,7,4]],"date-time":"2019-07-04T17:58:30Z","timestamp":1562263110000},"page":"170-174","source":"Crossref","is-referenced-by-count":2,"title":["Randomized Algorithms for Data-Driven Stabilization of Stochastic Linear Systems"],"prefix":"10.1109","author":[{"given":"Mohamad Kazem","family":"Shirani Faradonbeh","sequence":"first","affiliation":[{"name":"Department of Statistics, University of Florida, Gainesville, FL, 32611-5585, 32611-5585"}]},{"given":"Ambuj","family":"Tewari","sequence":"additional","affiliation":[{"name":"Department of Statistics, University of Michigan, Ann Arbor, MI, 48109-1107, USA"}]},{"given":"George","family":"Michailidis","sequence":"additional","affiliation":[{"name":"Department of Statistics, University of Florida, Gainesville, FL, 32611-5585, 32611-5585"}]}],"member":"263","reference":[{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/S1474-6670(17)58509-2"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.4310\/CIS.2006.v6.n4.a3"},{"key":"ref12","first-page":"1","article-title":"Regret bounds for the adaptive control of linear quadratic systems","author":"abbasi-yadkori","year":"2011","journal-title":"COLT"},{"key":"ref13","article-title":"Finite time adaptive stabilization of linear systems","author":"faradonbeh","year":"2018","journal-title":"IEEE Transactions on Automatic Control"},{"key":"ref14","article-title":"On the sample complexity of the linear quadratic regulator","author":"dean","year":"2017","journal-title":"arXiv preprint arXiv 1710 01688"},{"key":"ref15","article-title":"On optimality of adaptive linear-quadratic regulators","author":"faradonbeh","year":"2018","journal-title":"arXiv preprint arXiv 1806 10749"},{"key":"ref16","article-title":"Input perturbations for adaptive regulation and learning","author":"faradonbeh","year":"2018","journal-title":"arXiv preprint arXiv 1811 04258"},{"key":"ref17","article-title":"How fast can linear dynamical systems be learned?","author":"sarkar","year":"2018","journal-title":"arXiv preprint arXiv 1812 02588"},{"key":"ref18","volume":"1","author":"bertsekas","year":"1995","journal-title":"Dynamic Programming and Optimal Control"},{"key":"ref19","first-page":"1","article-title":"Improved regret bounds for thompson sampling in linear quadratic control problems","author":"abeille","year":"2018","journal-title":"International Conference on Machine Learning"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.2139\/ssrn.2863925"},{"key":"ref3","first-page":"222","article-title":"Iterative linear quadratic regulator design for nonlinear biological movement systems","author":"li","year":"2004","journal-title":"ICINCO (1)"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/9.85060"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/CDC.2018.8619445"},{"key":"ref8","article-title":"Optimism-based adaptive regulation of linear-quadratic systems","author":"faradonbeh","year":"2017","journal-title":"arXiv preprint arXiv 1711 03890"},{"key":"ref7","first-page":"2636","article-title":"Efficient reinforcement learning for high dimensional linear quadratic systems","author":"ibrahimi","year":"2012","journal-title":"Advances in neural information processing systems"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1038\/35106566"},{"journal-title":"Linear-Quadratic Control An Introduction","year":"1995","author":"dorato","key":"ref1"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1137\/110852875"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.automatica.2018.07.008"},{"key":"ref21","article-title":"Singular vector autoregressions with deterministic terms: Strong consistency and lag order determination","author":"nielsen","year":"2009","journal-title":"Discussion Paper"}],"event":{"name":"2019 IEEE Data Science Workshop (DSW)","start":{"date-parts":[[2019,6,2]]},"location":"Minneapolis, MN, USA","end":{"date-parts":[[2019,6,5]]}},"container-title":["2019 IEEE Data Science Workshop (DSW)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8753114\/8755545\/08755578.pdf?arnumber=8755578","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,8,20]],"date-time":"2025-08-20T18:30:00Z","timestamp":1755714600000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8755578\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,6]]},"references-count":21,"URL":"https:\/\/doi.org\/10.1109\/dsw.2019.8755578","relation":{},"subject":[],"published":{"date-parts":[[2019,6]]}}}