Spilios Evmorfos

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 11

Top Topics

Selection Scheme

Reinforcement Learning

Top Venues

IEEE Trans. Signal Process.

Publications

Spilios Evmorfos, Athina P. Petropulu
A Meta-Preconditioning Approach for Deep Q-Learning. ICASSP (2024)
Winston Hurst, Spilios Evmorfos, Athina P. Petropulu, Yasamin Mostofi
Unmanned Vehicles in 6G Networks: A Unifying Treatment of Problems, Formulations, and Tools. CoRR (2024)
Spilios Evmorfos, Zhaoyi Xu, Athina P. Petropulu
Sensor Selection via GFlowNets: A Deep Generative Modeling Framework to Navigate Combinatorial Complexity. CoRR (2024)
Spilios Evmorfos, Athina P. Petropulu, H. Vincent Poor
Actor-Critic Methods for IRS Design in Correlated Channel Environments: A Closer Look Into the Neural Tangent Kernel of the Critic. IEEE Trans. Signal Process. 71 (2023)
Spilios Evmorfos, Zhaoyi Xu, Athina P. Petropulu
Gflownets for Sensor Selection. MLSP (2023)
Spilios Evmorfos, Athina P. Petropulu
Deep Actor-Critic for Continuous 3D Motion Control in Mobile Relay Beamforming Networks. ICASSP (2022)
Spilios Evmorfos, Athina P. Petropulu, H. Vincent Poor
Deep Reinforcement Learning for IRS Phase Shift Design in Spatiotemporally Correlated Environments. CoRR (2022)
Spilios Evmorfos, Konstantinos I. Diamantaras, Athina P. Petropulu
Reinforcement Learning for Motion Policies in Mobile Relaying Networks. IEEE Trans. Signal Process. 70 (2022)
Spilios Evmorfos, Konstantinos I. Diamantaras, Athina Petropulu
Double Deep Q Learning with Gradient Biasing for Mobile Relay Beamforming Networks. ACSCC (2021)
Spilios Evmorfos, Konstantinos I. Diamantaras, Athina P. Petropulu
Deep Q Learning With Fourier Feature Mapping For Mobile Relay Beamforming Networks. SPAWC (2021)
Spilios Evmorfos, George Vlachodimitropoulos, Nikolaos Bakalos, Erol Gelenbe
Neural network architectures for the detection of SYN flood attacks in IoT systems. PETRA (2020)