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Johannes V. S. Busch
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Optimised traffic light management through reinforcement learning: Traffic state agnostic agent vs. holistic agent with current V2I traffic state knowledge
JVS Busch, V Latzko, M Reisslein, FHP Fitzek
IEEE Open Journal of Intelligent Transportation Systems 1, 201-216, 2020
212020
Optimizing Edge SLAM: Judicious parameter settings and parallelized map updates
P Sossalla, J Hofer, J Rischke, J Busch, GT Nguyen, M Reisslein, ...
GLOBECOM 2022-2022 IEEE Global Communications Conference, 1954-1959, 2022
62022
Handover Predictions as an Enabler for Anticipatory Service Adaptations in Next-Generation Cellular Networks
CL Vielhaus, JVS Busch, P Geuer, A Palaios, J Rischke, DF Külzer, ...
Proceedings of the 20th ACM International Symposium on Mobility Management …, 2022
32022
JAVRIS: Joint Artificial Visual Prediction and Control for Remote-(Robot) Interaction Systems
AI Grohmann, JVS Busch, A Bretschneider-Perez, C Lehmann, ...
2022 IEEE 19th Annual Consumer Communications & Networking Conference (CCNC …, 2022
12022
Deep Reinforcement Learning for the Joint Control of Traffic Light Signaling and Vehicle Speed Advice
JVS Busch, R Voelckner, P Sossalla, CL Vielhaus, R Calandra, ...
arXiv preprint arXiv:2309.09881, 2023
2023
Estimating Link Capacity with Uncertainty Bounds in Cellular Networks
CL Vielhaus, O Lhamo, JVS Busch, J Rischke, V Latzko, S Zimmermann, ...
2023 IEEE International Black Sea Conference on Communications and …, 2023
2023
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