Matches in SemOpenAlex for { <https://semopenalex.org/work/W4386248941> ?p ?o ?g. }
Showing items 1 to 100 of
100
with 100 items per page.
- W4386248941 abstract "Artificial intelligence (AI) and Machine Learning (ML) are considered as key enablers for realizing the full potential of fifth-generation (5G) and beyond mobile networks, particularly in the context of resource management and orchestration. In this demonstration, we consider a fully-fledged 5G mobile network and develop a multi-agent deep reinforcement learning (DRL) framework for RAN resource allocation. By leveraging local monitoring information generated by a shared gNodeB instance (gNB), each DRL agent aims to optimally allocate radio resources concerning service-specific traffic demands belonging to heterogeneous running services. We perform experiments on the deployed testbed in real-time, showing that DRL-based agents can allocate radio resources fairly while improving the overall efficiency of resource utilization and minimizing the risk of over provisioning." @default.
- W4386248941 created "2023-08-30" @default.
- W4386248941 creator A5010958812 @default.
- W4386248941 creator A5028255474 @default.
- W4386248941 creator A5029356525 @default.
- W4386248941 creator A5041598687 @default.
- W4386248941 creator A5047991903 @default.
- W4386248941 creator A5069033668 @default.
- W4386248941 creator A5086187463 @default.
- W4386248941 date "2023-05-20" @default.
- W4386248941 modified "2023-10-06" @default.
- W4386248941 title "A Multi-Agent Deep Reinforcement Learning Approach for RAN Resource Allocation in O-RAN" @default.
- W4386248941 cites W3043957834 @default.
- W4386248941 doi "https://doi.org/10.1109/infocomwkshps57453.2023.10226154" @default.
- W4386248941 hasPublicationYear "2023" @default.
- W4386248941 type Work @default.
- W4386248941 citedByCount "0" @default.
- W4386248941 crossrefType "proceedings-article" @default.
- W4386248941 hasAuthorship W4386248941A5010958812 @default.
- W4386248941 hasAuthorship W4386248941A5028255474 @default.
- W4386248941 hasAuthorship W4386248941A5029356525 @default.
- W4386248941 hasAuthorship W4386248941A5041598687 @default.
- W4386248941 hasAuthorship W4386248941A5047991903 @default.
- W4386248941 hasAuthorship W4386248941A5069033668 @default.
- W4386248941 hasAuthorship W4386248941A5086187463 @default.
- W4386248941 hasConcept C106365562 @default.
- W4386248941 hasConcept C108037233 @default.
- W4386248941 hasConcept C120314980 @default.
- W4386248941 hasConcept C142362112 @default.
- W4386248941 hasConcept C151730666 @default.
- W4386248941 hasConcept C153349607 @default.
- W4386248941 hasConcept C153646914 @default.
- W4386248941 hasConcept C154945302 @default.
- W4386248941 hasConcept C160704184 @default.
- W4386248941 hasConcept C172191483 @default.
- W4386248941 hasConcept C182448111 @default.
- W4386248941 hasConcept C199168358 @default.
- W4386248941 hasConcept C207029474 @default.
- W4386248941 hasConcept C26517878 @default.
- W4386248941 hasConcept C2779343474 @default.
- W4386248941 hasConcept C2779765720 @default.
- W4386248941 hasConcept C2780609101 @default.
- W4386248941 hasConcept C29202148 @default.
- W4386248941 hasConcept C31258907 @default.
- W4386248941 hasConcept C31395832 @default.
- W4386248941 hasConcept C38652104 @default.
- W4386248941 hasConcept C41008148 @default.
- W4386248941 hasConcept C555944384 @default.
- W4386248941 hasConcept C558565934 @default.
- W4386248941 hasConcept C68649174 @default.
- W4386248941 hasConcept C76155785 @default.
- W4386248941 hasConcept C86803240 @default.
- W4386248941 hasConcept C97541855 @default.
- W4386248941 hasConceptScore W4386248941C106365562 @default.
- W4386248941 hasConceptScore W4386248941C108037233 @default.
- W4386248941 hasConceptScore W4386248941C120314980 @default.
- W4386248941 hasConceptScore W4386248941C142362112 @default.
- W4386248941 hasConceptScore W4386248941C151730666 @default.
- W4386248941 hasConceptScore W4386248941C153349607 @default.
- W4386248941 hasConceptScore W4386248941C153646914 @default.
- W4386248941 hasConceptScore W4386248941C154945302 @default.
- W4386248941 hasConceptScore W4386248941C160704184 @default.
- W4386248941 hasConceptScore W4386248941C172191483 @default.
- W4386248941 hasConceptScore W4386248941C182448111 @default.
- W4386248941 hasConceptScore W4386248941C199168358 @default.
- W4386248941 hasConceptScore W4386248941C207029474 @default.
- W4386248941 hasConceptScore W4386248941C26517878 @default.
- W4386248941 hasConceptScore W4386248941C2779343474 @default.
- W4386248941 hasConceptScore W4386248941C2779765720 @default.
- W4386248941 hasConceptScore W4386248941C2780609101 @default.
- W4386248941 hasConceptScore W4386248941C29202148 @default.
- W4386248941 hasConceptScore W4386248941C31258907 @default.
- W4386248941 hasConceptScore W4386248941C31395832 @default.
- W4386248941 hasConceptScore W4386248941C38652104 @default.
- W4386248941 hasConceptScore W4386248941C41008148 @default.
- W4386248941 hasConceptScore W4386248941C555944384 @default.
- W4386248941 hasConceptScore W4386248941C558565934 @default.
- W4386248941 hasConceptScore W4386248941C68649174 @default.
- W4386248941 hasConceptScore W4386248941C76155785 @default.
- W4386248941 hasConceptScore W4386248941C86803240 @default.
- W4386248941 hasConceptScore W4386248941C97541855 @default.
- W4386248941 hasFunder F4320320300 @default.
- W4386248941 hasFunder F4320321505 @default.
- W4386248941 hasFunder F4320335322 @default.
- W4386248941 hasLocation W43862489411 @default.
- W4386248941 hasOpenAccess W4386248941 @default.
- W4386248941 hasPrimaryLocation W43862489411 @default.
- W4386248941 hasRelatedWork W2109068581 @default.
- W4386248941 hasRelatedWork W2891925184 @default.
- W4386248941 hasRelatedWork W2971311246 @default.
- W4386248941 hasRelatedWork W3183558277 @default.
- W4386248941 hasRelatedWork W3212742420 @default.
- W4386248941 hasRelatedWork W4251136256 @default.
- W4386248941 hasRelatedWork W4317642824 @default.
- W4386248941 hasRelatedWork W4324149453 @default.
- W4386248941 hasRelatedWork W4383474025 @default.
- W4386248941 hasRelatedWork W4386248941 @default.
- W4386248941 isParatext "false" @default.
- W4386248941 isRetracted "false" @default.
- W4386248941 workType "article" @default.