{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,7,5]],"date-time":"2025-07-05T04:02:23Z","timestamp":1751688143843,"version":"3.41.0"},"reference-count":37,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,3,14]],"date-time":"2025-03-14T00:00:00Z","timestamp":1741910400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,3,14]],"date-time":"2025-03-14T00:00:00Z","timestamp":1741910400000},"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":[[2025,3,14]]},"DOI":"10.1109\/icict64582.2025.00062","type":"proceedings-article","created":{"date-parts":[[2025,7,3]],"date-time":"2025-07-03T17:27:23Z","timestamp":1751563643000},"page":"355-364","source":"Crossref","is-referenced-by-count":0,"title":["How to Build a Reliable Framework to Make Intelligent Decisions About Road Maintenance"],"prefix":"10.1109","author":[{"given":"Haoyu","family":"Sun","sequence":"first","affiliation":[{"name":"R&#x0026;D Center of RoadMainT Co., Ltd., Reserach Institute of Highway Ministry of Transport Illinois Institute of Technology,Beijing,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xiaoming","family":"Yi","sequence":"additional","affiliation":[{"name":"R&#x0026;D Center of RoadMainT Co., Ltd., Reserach Institute of Highway Ministry of Transport Illinois Institute of Technology,Beijing,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zongjun","family":"Pan","sequence":"additional","affiliation":[{"name":"R&#x0026;D Center of RoadMainT Co., Ltd., Reserach Institute of Highway Ministry of Transport Illinois Institute of Technology,Beijing,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ning","family":"Cheng","sequence":"additional","affiliation":[{"name":"R&#x0026;D Center of RoadMainT Co., Ltd., Reserach Institute of Highway Ministry of Transport Illinois Institute of Technology,Beijing,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ping-Chun","family":"Shih","sequence":"additional","affiliation":[{"name":"Computing College of Illinois Institute of Technology,Chicago,USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yuanhao","family":"Guo","sequence":"additional","affiliation":[{"name":"R&#x0026;D Center of RoadMainT Co., Ltd., Reserach Institute of Highway Ministry of Transport Illinois Institute of Technology,Beijing,China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"issue":"9","key":"ref1","doi-asserted-by":"crossref","DOI":"10.3390\/su13095248","article-title":"Review on machine learning techniques for developing pavement performance prediction models","volume":"13","author":"Justo-Silva","year":"2021","journal-title":"Sustainability"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1063\/1.5042990"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2011.02.007"},{"issue":"6","key":"ref4","doi-asserted-by":"crossref","first-page":"04017018","DOI":"10.1061\/JTEPBS.0000044","article-title":"Optimal thresholds for pavement preventive maintenance treatments using LTPP data","volume":"143","author":"Chen","year":"2017","journal-title":"Journal of Transportation Engineering, Part A: Systems"},{"issue":"4","key":"ref5","doi-asserted-by":"crossref","first-page":"863","DOI":"10.3390\/make3040043","article-title":"Recent advances in deep reinforcement learning applications for solving partially observable Markov decision processes (POMDP) problems Part 2-Applications in transportation, industries, communications and networking and more topics","volume":"3","author":"Xiang","year":"2021","journal-title":"Machine Learning and Knowledge Extraction"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-8667.2009.00615.x"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1080\/10298436.2019.1609673"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/ICACITE60783.2024.10616978"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/LifeTech48969.2020.1570617928"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1186\/s12874-024-02270-x"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1007\/3-540-33517-X_24"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1080\/10298436.2016.1224412"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/S0965-9978(98)00071-4"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1080\/10298436.2019.1609673"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.3233\/JIFS-219262"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1007\/s10462-021-09997-9"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1007\/s10462-021-10061-9"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2022.3161689"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1186\/s43065-023-00072-x"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1080\/15732479.2022.2038641"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/access.2021.3056568"},{"key":"ref22","article-title":"An analysis of linear time series forecasting models","volume-title":"arXiv preprint","author":"Toner","year":"2024"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1257\/aer.p20151023"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1016\/j.jreng.2023.04.002"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1061\/(ASCE)TE.1943-5436.0000454"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1155\/2022\/7783588"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1061\/(ASCE)IS.1943-555X.0000512"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1016\/j.autcon.2022.104190"},{"issue":"1","key":"ref29","first-page":"04021070","article-title":"Implementation of deep neural networks for pavement condition index prediction","volume":"148","author":"Sirhan","year":"2022","journal-title":"Journal of Transportation Engineering, Part B: Pavements"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1016\/j.conbuildmat.2020.118513"},{"issue":"1","key":"ref31","doi-asserted-by":"crossref","first-page":"287","DOI":"10.1146\/annurev-neuro-062111-150512","article-title":"Neural basis of reinforcement learning and decision making","volume":"35","author":"Lee","year":"2012","journal-title":"Annual Review of Neuroscience"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1016\/j.conb.2012.05.008"},{"key":"ref33","article-title":"Reinforcement learning for decision-making and control in power systems: Tutorial, review, and vision","volume-title":"arXiv preprint","author":"Chen","year":"2021"},{"key":"ref34","article-title":"Reinforcement learning as a framework for ethical decision making","volume-title":"*Workshops at the Thirtieth AAAI Conference on Artificial Intelligence*","author":"Abel","year":"2016"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.3758\/s13423-018-1554-2"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.3758\/CABN.8.4.429"},{"issue":"11","key":"ref37","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1109\/TITS.2022.3161689","article-title":"Large-scale maintenance and rehabilitation optimization for multi-lane highway asphalt pavement: A reinforcement learning approach","volume":"23","author":"Yao","year":"2022","journal-title":"IEEE Transactions on Intelligent Transportation Systems"}],"event":{"name":"2025 8th International Conference on Information and Computer Technologies (ICICT)","start":{"date-parts":[[2025,3,14]]},"location":"Hawaii-Hilo, HI, USA","end":{"date-parts":[[2025,3,16]]}},"container-title":["2025 8th International Conference on Information and Computer Technologies (ICICT)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11058461\/11058401\/11058534.pdf?arnumber=11058534","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,7,4]],"date-time":"2025-07-04T04:50:37Z","timestamp":1751604637000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11058534\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,3,14]]},"references-count":37,"URL":"https:\/\/doi.org\/10.1109\/icict64582.2025.00062","relation":{},"subject":[],"published":{"date-parts":[[2025,3,14]]}}}