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Petros Giannakopoulos
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A deep reinforcement learning approach to audio-based navigation in a multi-speaker environment
P Giannakopoulos, A Pikrakis, Y Cotronis
ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021
72021
Improving post-processing of audio event detectors using reinforcement learning
P Giannakopoulos, A Pikrakis, Y Cotronis
IEEE Access 10, 84398-84404, 2022
32022
Neural discrete abstraction of high-dimensional spaces: A case study in reinforcement learning
P Giannakopoulos, A Pikrakis, Y Cotronis
2020 28th European Signal Processing Conference (EUSIPCO), 1517-1521, 2021
32021
A Deep Reinforcement Learning Approach for Audio-based Navigation and Audio Source Localization in Multi-speaker Environments
P Giannakopoulos, A Pikrakis, Y Cotronis
arXiv preprint arXiv:2110.12778, 2021
12021
A Deep Q-Learning Agent for L-Game with Variable Batch Training
P Giannakopoulos, Y Cotronis
25th European Symposium on Artificial Neural Networks, 601-606, 2017
12017
Deep reinforcement learning algorithms for intelligent agents in virtual environments
P Giannakopoulos
Εθνικό και Καποδιστριακό Πανεπιστήμιο Αθηνών (ΕΚΠΑ). Σχολή Θετικών Επιστημών …, 2023
2023
Directed Exploration Via Learnable Probability Distribution For Random Action Selection
P Giannakopoulos, A Pikrakis, Y Cotronis
2020 IEEE International Conference on Multimedia and Expo (ICME), 1-6, 2020
2020
A study on implementing a multithreaded version of the SIRENE detector simulation software for high energy neutrinos
P Giannakopoulos, M Gkoumas, I Diplas, G Voularinos, T Vlachos, ...
EPJ Web of Conferences 116, 07005, 2016
2016
Multi-task Learning with Variational Autoencoders for Semi-supervised Sound Event Detection
P Giannakopoulos, A Pikrakis
MULTI-TASK LEARNING FOR SOUND EVENT DETECTION USING VARIATIONAL AUTOENCODERS Technical Report
P Giannakopoulos, A Pikrakis
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Articles 1–10