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5 Publications


2022 | Conference Paper | LibreCat-ID: 29220 | OA
Werner S, Schneider SB, Karl H. Use What You Know: Network and Service Coordination Beyond Certainty. In: IEEE/IFIP Network Operations and Management Symposium (NOMS). IEEE; 2022.
LibreCat | Files available
 

2022 | Conference Paper | LibreCat-ID: 30236 | OA
Schneider SB, Werner S, Khalili R, Hecker A, Karl H. mobile-env: An Open Platform for Reinforcement Learning in Wireless Mobile Networks. In: IEEE/IFIP Network Operations and Management Symposium (NOMS). IEEE; 2022.
LibreCat | Files available
 

2021 | Conference Paper | LibreCat-ID: 21543 | OA
Schneider SB, Qarawlus H, Karl H. Distributed Online Service Coordination Using Deep Reinforcement Learning. In: IEEE International Conference on Distributed Computing Systems (ICDCS). IEEE; 2021.
LibreCat | Files available
 

2021 | Conference Paper | LibreCat-ID: 20693 | OA
Schneider SB, Jürgens M, Karl H. Divide and Conquer: Hierarchical Network and Service Coordination. In: IFIP/IEEE International Symposium on Integrated Network Management (IM). IFIP/IEEE; 2021.
LibreCat | Files available
 

2021 | Journal Article | LibreCat-ID: 21808 | OA
Schneider SB, Khalili R, Manzoor A, et al. Self-Learning Multi-Objective Service Coordination Using Deep Reinforcement Learning. Transactions on Network and Service Management. 2021. doi:10.1109/TNSM.2021.3076503
LibreCat | Files available | DOI
 

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