{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,8,22]],"date-time":"2025-08-22T06:10:08Z","timestamp":1755843008407,"version":"3.44.0"},"reference-count":23,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,7,8]],"date-time":"2025-07-08T00:00:00Z","timestamp":1751932800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,7,8]],"date-time":"2025-07-08T00:00:00Z","timestamp":1751932800000},"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":[[2025,7,8]]},"DOI":"10.23919\/acc63710.2025.11107886","type":"proceedings-article","created":{"date-parts":[[2025,8,21]],"date-time":"2025-08-21T18:17:51Z","timestamp":1755800271000},"page":"4695-4700","source":"Crossref","is-referenced-by-count":0,"title":["Accelerated controller tuning using human feedback and Multi-Task Preferential Bayesian Optimization"],"prefix":"10.23919","author":[{"given":"Jo\u00e3o P. L.","family":"Coutinho","sequence":"first","affiliation":[{"name":"University of Coimbra,CERES,Department of Chemical Engineering,Coimbra,Portugal,3030-790"}]},{"given":"You","family":"Peng","sequence":"additional","affiliation":[{"name":"The Dow Chemical Company,Lake Jackson,USA"}]},{"given":"Ricardo","family":"Rendall","sequence":"additional","affiliation":[{"name":"The Dow Chemical Company,Terneuzen,Netherlands"}]},{"given":"Caterina","family":"Rizzo","sequence":"additional","affiliation":[{"name":"The Dow Chemical Company,Terneuzen,Netherlands"}]},{"given":"Kaiwen","family":"Ma","sequence":"additional","affiliation":[{"name":"The Dow Chemical Company,Lake Jackson,USA"}]},{"given":"Swee-Teng","family":"Chin","sequence":"additional","affiliation":[{"name":"The Dow Chemical Company,Lake Jackson,USA"}]},{"given":"Ivan","family":"Castillo","sequence":"additional","affiliation":[{"name":"The Dow Chemical Company,Lake Jackson,USA"}]},{"given":"Marco S.","family":"Reis","sequence":"additional","affiliation":[{"name":"University of Coimbra,CERES,Department of Chemical Engineering,Coimbra,Portugal,3030-790"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2015.2494218"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1145\/3582078"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/ICRA40945.2020.9197000"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.compchemeng.2023.108211"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.compchemeng.2022.107770"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.23919\/ACC55779.2023.10156412"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1145\/1102351.1102369"},{"key":"ref8","first-page":"1282","article-title":"Preferential Bayesian Optimization","volume-title":"International Conference on Machine Learning","author":"Gonz\u00e1lez"},{"key":"ref9","first-page":"4235","article-title":"Preference exploration for efficient bayesian optimization with multiple outcomes","volume-title":"International Conference on Artificial Intelligence and Statistics","author":"Lin"},{"key":"ref10","first-page":"1093","article-title":"qeubo: A decision-theoretic acquisition function for preferential bayesian optimization","volume-title":"International Conference on Artificial Intelligence and Statistics","author":"Astudillo"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.ifacol.2024.08.306"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.23919\/ECC54610.2021.9654900"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.conengprac.2023.105621"},{"key":"ref14","article-title":"Multi-task bayesian optimization","volume":"26","author":"Swersky","year":"2013","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1561\/2200000036"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.7551\/mitpress\/3206.001.0001"},{"key":"ref17","article-title":"Collaborative gaussian processes for preference learning","volume":"25","author":"Houlsby","year":"2012","journal-title":"Advances in neural information processing systems"},{"key":"ref18","first-page":"351","article-title":"Scalable variational gaussian process classification","volume-title":"Artificial Intelligence and Statistics.","author":"Hensman","year":"2015"},{"key":"ref19","first-page":"689","article-title":"Natural gradients in practice: Non-conjugate variational inference in gaussian process models","volume-title":"International Conference on Artificial Intelligence and Statistics","author":"Salimbeni"},{"key":"ref20","article-title":"Gaussian process preference elicitation","volume":"23","author":"Guo","year":"2010","journal-title":"Advances in neural information processing systems"},{"key":"ref21","article-title":"Gpytorch: Blackbox matrix-matrix gaussian process inference with gpu acceleration","volume":"31","author":"Gardner","year":"2018","journal-title":"Advances in neural information processing systems"},{"key":"ref22","first-page":"21524","article-title":"BoTorch: A framework for efficient monte-carlo bayesian optimization","volume-title":"Advances in Neural Information Processing Systems","volume":"33","author":"Balandat","year":"2020"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1504\/IJMMNO.2013.055204"}],"event":{"name":"2025 American Control Conference (ACC)","start":{"date-parts":[[2025,7,8]]},"location":"Denver, CO, USA","end":{"date-parts":[[2025,7,10]]}},"container-title":["2025 American Control Conference (ACC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11107441\/11107442\/11107886.pdf?arnumber=11107886","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,8,22]],"date-time":"2025-08-22T05:33:21Z","timestamp":1755840801000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11107886\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,7,8]]},"references-count":23,"URL":"https:\/\/doi.org\/10.23919\/acc63710.2025.11107886","relation":{},"subject":[],"published":{"date-parts":[[2025,7,8]]}}}