{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,8]],"date-time":"2026-07-08T23:18:11Z","timestamp":1783552691967,"version":"3.55.0"},"reference-count":23,"publisher":"IEEE","license":[{"start":{"date-parts":[[2023,5,8]],"date-time":"2023-05-08T00:00:00Z","timestamp":1683504000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,5,8]],"date-time":"2023-05-08T00:00:00Z","timestamp":1683504000000},"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":[[2023,5,8]]},"DOI":"10.1109\/noms56928.2023.10154267","type":"proceedings-article","created":{"date-parts":[[2023,6,23]],"date-time":"2023-06-23T12:50:45Z","timestamp":1687524645000},"page":"1-9","source":"Crossref","is-referenced-by-count":14,"title":["Generalizable Resource Scaling of 5G Slices using Constrained Reinforcement Learning"],"prefix":"10.1109","author":[{"given":"Muhammad","family":"Sulaiman","sequence":"first","affiliation":[{"name":"University of Waterloo,David R. Cheriton School of Computer Science,Ontario,Canada"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Mahdieh","family":"Ahmadi","sequence":"additional","affiliation":[{"name":"University of Waterloo,David R. Cheriton School of Computer Science,Ontario,Canada"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Mohammad A.","family":"Salahuddin","sequence":"additional","affiliation":[{"name":"University of Waterloo,David R. Cheriton School of Computer Science,Ontario,Canada"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Raouf","family":"Boutaba","sequence":"additional","affiliation":[{"name":"University of Waterloo,David R. Cheriton School of Computer Science,Ontario,Canada"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Aladdin","family":"Saleh","sequence":"additional","affiliation":[{"name":"Rogers Communications Inc,Ontario,Canada"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2021\/614"},{"key":"ref12","author":"achiam","year":"2017","journal-title":"Constrained Policy Optimization"},{"key":"ref23","author":"schulman","year":"2017","journal-title":"Proximal policy optimization algorithms"},{"key":"ref15","author":"tessler","year":"2018","journal-title":"Reward Constrained Policy Optimization"},{"key":"ref14","author":"ha","year":"2020","journal-title":"Learning to walk in the real world with minimal human effort"},{"key":"ref20","author":"triebe","year":"2021","journal-title":"NeuralProphet Explainable Forecasting at Scale"},{"key":"ref11","author":"xu","year":"2022","journal-title":"Trustworthy reinforcement learning against intrinsic vulnerabilities Robustness safety and generalizability"},{"key":"ref22","year":"2022","journal-title":"Introduction &#x2014; SD-RAN Docs 1 4 1-dev documentation"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v35i12.17272"},{"key":"ref21","author":"johansson","year":"2016","journal-title":"Representation Inference and Learning"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/ICNP49622.2020.9259378"},{"key":"ref1","year":"2015","journal-title":"Telecommunications - SMS Call Internet - MI"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1214\/aoms\/1177729694"},{"key":"ref16","first-page":"1889","article-title":"Trust region policy optimization","author":"schulman","year":"2015","journal-title":"International Conference on Machine Learning (ICML)"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/CISS.2018.8362271"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/ICC.2019.8761163"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2019.2959185"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/ICNP52444.2021.9651934"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1145\/3485983.3494850"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/ICC40277.2020.9149324"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2881964"},{"key":"ref6","first-page":"731","article-title":"Pantheon: the training ground for internet congestion-control research","author":"yan","year":"2018","journal-title":"USENIX Annual Technical Conference (ATC)"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1145\/3281411.3281435"}],"event":{"name":"NOMS 2023-2023 IEEE\/IFIP Network Operations and Management Symposium","location":"Miami, FL, USA","start":{"date-parts":[[2023,5,8]]},"end":{"date-parts":[[2023,5,12]]}},"container-title":["NOMS 2023-2023 IEEE\/IFIP Network Operations and Management Symposium"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/10154252\/10154208\/10154267.pdf?arnumber=10154267","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,7,10]],"date-time":"2023-07-10T13:58:20Z","timestamp":1688997500000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10154267\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,5,8]]},"references-count":23,"URL":"https:\/\/doi.org\/10.1109\/noms56928.2023.10154267","relation":{},"subject":[],"published":{"date-parts":[[2023,5,8]]}}}