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Spilios Evmorfos
ORCID
Publication Activity (10 Years)
Years Active: 2020-2023
Publications (10 Years): 8
Top Topics
Feature Mapping
Spam Filtering
Reinforcement Learning
Selection Scheme
Top Venues
IEEE Trans. Signal Process.
MLSP
CoRR
ICASSP
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Publications
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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)