Dan Wellington

Publication Activity (10 Years)

Years Active: 2007-2023
Publications (10 Years): 7

Top Topics

Transfer Learning

Resource Allocation

Reinforcement Learning

Top Venues

Publications

Antonio Massaro, Dan Wellington, Armen Aghasaryan, Robert Seidl, Muhammad Naseer ul Islam, Ömer Bulakci
Safe and Fast Reinforcement Learning for Network Slicing Resource Allocation. VTC2023-Spring (2023)
Tianlun Hu, Qi Liao, Qiang Liu, Dan Wellington, Georg Carle
Inter-Cell Slicing Resource Partitioning via Coordinated Multi-Agent Deep Reinforcement Learning. CoRR (2022)
Qi Liao, Tianlun Hu, Dan Wellington
Knowledge Transfer in Deep Reinforcement Learning for Slice-Aware Mobility Robustness Optimization. ICC (2022)
Tianlun Hu, Qi Liao, Qiang Liu, Dan Wellington, Georg Carle
Inter-Cell Slicing Resource Partitioning via Coordinated Multi-Agent Deep Reinforcement Learning. ICC (2022)
Qi Liao, Tianlun Hu, Dan Wellington
Knowledge Transfer in Deep Reinforcement Learning for Slice-Aware Mobility Robustness Optimization. CoRR (2022)
Antonio Massaro, Dan Wellington, Armen Aghasaryan, Robert Seidl
Reinforcement learning for antennas' electric tilts optimization in self organizing networks. PIMRC (2021)
Claudia Parera, Qi Liao, Ilaria Malanchini, Dan Wellington, Alessandro E. C. Redondi, Matteo Cesana
Transfer Learning for Multi-Step Resource Utilization Prediction. PIMRC (2020)
Pablo Tapia, Dan Wellington, Jun Liu, Yasmin Karimli
Practical Considerations of HSDPA Performance. VTC Fall (2007)