Combinatorial reinforcement learning of linear assignment problems S Hamzehi, K Bogenberger, P Franeck, B Kaltenhäuser 2019 IEEE Intelligent Transportation Systems Conference (ITSC), 3314-3321, 2019 | 10 | 2019 |
An Independent Trajectory Advisory System in a Mixed-Traffic Condition: A Reinforcement Learning-Based Approach M Rostami-Shahrbabaki, T Niels, S Hamzehi, K Bogenberger IFAC-PapersOnLine 53 (2), 15667-15673, 2020 | 2 | 2020 |
Distance-Based Neural Combinatorial Optimization for Context-based Route Planning S Hamzehi, K Bogenberger, B Kaltenhäuser, J Tian, A Chin, Y Cao 2021 IEEE 93rd Vehicular Technology Conference (VTC2021-Spring), 1-7, 2021 | 1 | 2021 |
Evaluation Of Algorithm Performance For Simulated Square And Non-Square Logistic Assignment Problems. M Selmair, S Hamzehi, KJ Meier ECMS, 16-26, 2021 | 1 | 2021 |
Approximate Collaborative Fleet Routing with a Pointer Generation Neural Network Approach S Hamzehi, P Franeck, B Kaltenhäuser, K Bogenberger IFAC-PapersOnLine 54 (2), 195-202, 2021 | 1 | 2021 |
Systems, methods, and computer programs for efficiently determining an order of driving destinations and for training a machine-learning model using distance-based input data J Tian, Y Cao, S Hamzehi US Patent 11,692,832, 2023 | | 2023 |
The Impact of Autonomous Vehicles and Their Driving Parameters on Urban Road Traffic B Kaltenhäuser, S Hamzehi, K Bogenberger Proceedings of the 12th International Scientific Conference on Mobility and …, 2023 | | 2023 |
Lippoldt, Katrin; Preis, Lukas; Bogenberger, Klaus M Rostami-Shahrbabaki, T Niels, S Hamzehi Transportation Research Procedia 72, 1966-1973, 2023 | | 2023 |
A Deep Reinforcement Learning Model for Combinatorial Optimization and Fleet Dispatching in Mobility On-Demand Services SSJ Hamzehi Technische Universität München, 2023 | | 2023 |
IFAC-PAPERSONLINE V Tsyganov, Q Quan, M Li, R Fu, S Hamzehi, K Bogenberger, P Franeck, ... | | 2021 |
Peksa, Magdalena; Bogenberger, Klaus M Rostami-Shahrbabaki, T Niels, S Hamzehi The Journal of Real Estate Finance and Economics 63, 63, 2020 | | 2020 |
Combinatorial Deep Reinforcement Learning for Solving Variable Fleet Size Routing and Charging Problems S Hamzehi, K Bogenberger, P Franeck, B Kaltenhäuser | | |