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2020 – today
- 2024
[c7]Spilios Evmorfos, Athina P. Petropulu:
A Meta-Preconditioning Approach for Deep Q-Learning. ICASSP 2024: 6485-6489- [c6]Spilios Evmorfos, Athina P. Petropulu:
Generative AI for Sparse Antenna Array Design in ISAC Systems. SPAWC 2024: 306-310 - [i3]Winston Hurst, Spilios Evmorfos, Athina P. Petropulu, Yasamin Mostofi:
Unmanned Vehicles in 6G Networks: A Unifying Treatment of Problems, Formulations, and Tools. CoRR abs/2404.14738 (2024) - [i2]Spilios Evmorfos, Zhaoyi Xu, Athina P. Petropulu:
Sensor Selection via GFlowNets: A Deep Generative Modeling Framework to Navigate Combinatorial Complexity. CoRR abs/2407.19736 (2024) - 2023
- [j2]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: 4029-4044 (2023) - [c5]Spilios Evmorfos, Zhaoyi Xu, Athina P. Petropulu:
Gflownets for Sensor Selection. MLSP 2023: 1-6 - 2022
- [j1]Spilios Evmorfos, Konstantinos I. Diamantaras, Athina P. Petropulu:
Reinforcement Learning for Motion Policies in Mobile Relaying Networks. IEEE Trans. Signal Process. 70: 850-861 (2022) - [c4]Spilios Evmorfos, Athina P. Petropulu:
Deep Actor-Critic for Continuous 3D Motion Control in Mobile Relay Beamforming Networks. ICASSP 2022: 5353-5357 - [i1]Spilios Evmorfos, Athina P. Petropulu, H. Vincent Poor:
Deep Reinforcement Learning for IRS Phase Shift Design in Spatiotemporally Correlated Environments. CoRR abs/2211.09726 (2022) - 2021
- [c3]Spilios Evmorfos, Konstantinos I. Diamantaras, Athina P. Petropulu:
Double Deep Q Learning with Gradient Biasing for Mobile Relay Beamforming Networks. ACSCC 2021: 742-746 - [c2]Spilios Evmorfos, Konstantinos I. Diamantaras, Athina P. Petropulu:
Deep Q Learning With Fourier Feature Mapping For Mobile Relay Beamforming Networks. SPAWC 2021: 126-130 - 2020
- [c1]Spilios Evmorfos, George Vlachodimitropoulos, Nikolaos Bakalos, Erol Gelenbe:
Neural network architectures for the detection of SYN flood attacks in IoT systems. PETRA 2020: 69:1-69:4
Coauthor Index
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