{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,27]],"date-time":"2026-05-27T18:24:49Z","timestamp":1779906289963,"version":"3.53.1"},"reference-count":20,"publisher":"IEEE","license":[{"start":{"date-parts":[[2022,12,4]],"date-time":"2022-12-04T00:00:00Z","timestamp":1670112000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,12,4]],"date-time":"2022-12-04T00:00:00Z","timestamp":1670112000000},"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":[[2022,12,4]]},"DOI":"10.1109\/globecom48099.2022.10001219","type":"proceedings-article","created":{"date-parts":[[2023,1,11]],"date-time":"2023-01-11T22:24:18Z","timestamp":1673475858000},"page":"3435-3440","source":"Crossref","is-referenced-by-count":4,"title":["SafeSCHEMA: Multi-domain Orchestration of Slices based on SafeRL for B5G Networks"],"prefix":"10.1109","author":[{"given":"Anestis","family":"Dalgkitsis","sequence":"first","affiliation":[{"name":"Iquadrat Informatica S.L.,Barcelona,Spain"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ashima","family":"Chawla","sequence":"additional","affiliation":[{"name":"LM Ericsson,Network Management Research Lab,Athlone,Ireland"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Anne-Marie","family":"Bosneag","sequence":"additional","affiliation":[{"name":"LM Ericsson,Network Management Research Lab,Athlone,Ireland"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Christos","family":"Verikoukis","sequence":"additional","affiliation":[{"name":"University of Patras,Computer Engineering &#x0026; Informatics Dept.,Greece"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/TNSM.2019.2947905"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/MNET.2016.7474348"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TNSM.2018.2876623"},{"key":"ref4","first-page":"483","article-title":"Safe multi-agent reinforcement learning via shielding","volume-title":"Proceedings of the 20th International Conference on Autonomous Agents and MultiAgent Systems, ser. AAMAS 21","author":"ElSayed-Aly"},{"key":"ref5","first-page":"2306","article-title":"Safe policy improvement by minimizing robust baseline regret","volume-title":"Proceedings of the 30th International Conference on Neural Information Processing Systems, ser. NIPS16","author":"Petrik"},{"key":"ref6","author":"Torrey","year":"2011","journal-title":"Help an agent out: Student \/teacher learning in sequential decision tasks"},{"key":"ref7","article-title":"Learning human objectives by evaluating hypothetical behavior","author":"Reddy","year":"2020","journal-title":"ICML"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/WCNC49053.2021.9417363"},{"key":"ref9","first-page":"1148","article-title":"Safe reinforcement learning for antenna tilt optimisation using shielding and multiple baselines","volume-title":"32nd IEEE Annual International Symposium on Personal, Indoor and Mobile Radio Communications, PIMRC 2021","author":"Feghhi","year":"2021"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/GLOBECOM46510.2021.9685162"},{"key":"ref11","author":"Brockman","year":"2016","journal-title":"Openai gym"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/NFV-SDN.2016.7919490"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1145\/1868447.1868466"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/j.comnet.2020.107480"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TBC.2018.2828608"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2011.111002"},{"key":"ref17","volume-title":"TensorFlow: Large-scale machine learning on heterogeneous systems","author":"Abadi","year":"2015"},{"key":"ref18","volume-title":"Keras","author":"Chollet","year":"2015"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.comnet.2015.09.035"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/SURV.2013.013013.00155"}],"event":{"name":"GLOBECOM 2022 - 2022 IEEE Global Communications Conference","location":"Rio de Janeiro, Brazil","start":{"date-parts":[[2022,12,4]]},"end":{"date-parts":[[2022,12,8]]}},"container-title":["GLOBECOM 2022 - 2022 IEEE Global Communications Conference"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/10000063\/10000593\/10001219.pdf?arnumber=10001219","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,2,9]],"date-time":"2024-02-09T03:11:01Z","timestamp":1707448261000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10001219\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,12,4]]},"references-count":20,"URL":"https:\/\/doi.org\/10.1109\/globecom48099.2022.10001219","relation":{},"subject":[],"published":{"date-parts":[[2022,12,4]]}}}