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 | 7 | 2021 |
Improving post-processing of audio event detectors using reinforcement learning P Giannakopoulos, A Pikrakis, Y Cotronis IEEE Access 10, 84398-84404, 2022 | 3 | 2022 |
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 | 3 | 2021 |
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 | 1 | 2021 |
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 | 1 | 2017 |
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 | | |