{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,14]],"date-time":"2026-07-14T15:06:31Z","timestamp":1784041591170,"version":"3.55.0"},"reference-count":8,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,12,17]],"date-time":"2025-12-17T00:00:00Z","timestamp":1765929600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,12,17]],"date-time":"2025-12-17T00:00:00Z","timestamp":1765929600000},"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":[[2025,12,17]]},"DOI":"10.1109\/6gnet68413.2025.11314134","type":"proceedings-article","created":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T18:35:39Z","timestamp":1767292539000},"page":"62-64","source":"Crossref","is-referenced-by-count":1,"title":["RL-Driven Adaptive Numerology for NR-V2X Sidelink: Toward 6G AI-Native Orchestration"],"prefix":"10.1109","author":[{"given":"Oussema","family":"Abdelmoula","sequence":"first","affiliation":[{"name":"Lyrids ECE,Paris,France"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Naila","family":"Bouchemal","sequence":"additional","affiliation":[{"name":"Lyrids ECE,Paris,France"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Sondes","family":"Kallel","sequence":"additional","affiliation":[{"name":"Paris-Saclay University, UVSQ, DAVID,France"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Merouane","family":"Debbah","sequence":"additional","affiliation":[{"name":"Khalifa University,UAE"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","article-title":"6G Architecture: A comprehensive framework for AI-native networks","volume-title":"IEEE Commun. Mag.","author":"Bahare","year":"2023"},{"key":"ref2","article-title":"NR; MAC protocol specification","volume":"16","year":"2020","journal-title":"Rel."},{"key":"ref3","article-title":"Multi-agent reinforcement learning for wireless MAC design","author":"Mota","year":"2021","journal-title":"IEEE Trans. Wireless Commun."},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2019.2897134"},{"key":"ref5","article-title":"Multi-agent DDQN for RIS-assisted D2D in 6G smart cities","volume-title":"IEEE Access","author":"Vishnoi","year":"2025"},{"key":"ref6","article-title":"On the impact of numerology on NR-V2X Mode 2 sidelink","volume-title":"IEEE PIMRC","author":"Campolo","year":"2019"},{"key":"ref7","article-title":"RA-APC: Radio-aware adaptive PHY configuration for NR-V2X","volume-title":"IEEE VTC","author":"Nguyen","year":"2023"},{"key":"ref8","article-title":"Decision tree-based adaptive PHY for V2X","volume-title":"IEEE Globecom","author":"Nguyen","year":"2023"}],"event":{"name":"2025 4th International Conference on 6G Networking (6GNet)","location":"Paris, France","start":{"date-parts":[[2025,12,17]]},"end":{"date-parts":[[2025,12,19]]}},"container-title":["2025 4th International Conference on 6G Networking (6GNet)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11314084\/11314076\/11314134.pdf?arnumber=11314134","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,1,2]],"date-time":"2026-01-02T05:56:26Z","timestamp":1767333386000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11314134\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,12,17]]},"references-count":8,"URL":"https:\/\/doi.org\/10.1109\/6gnet68413.2025.11314134","relation":{},"subject":[],"published":{"date-parts":[[2025,12,17]]}}}