Petros Giannakopoulos

Publication Activity (10 Years)

Years Active: 2017-2022
Publications (10 Years): 10

Top Topics

Source Localization

Reinforcement Learning

Classification Noise

Top Venues

Publications

Petros Giannakopoulos, Aggelos Pikrakis, Yannis Cotronis
Improving Post-Processing of Audio Event Detectors Using Reinforcement Learning. CoRR (2022)
Petros Giannakopoulos, Aggelos Pikrakis, Yannis Cotronis
Improving Post-Processing of Audio Event Detectors Using Reinforcement Learning. IEEE Access 10 (2022)
Petros Giannakopoulos, Aggelos Pikrakis, Yannis Cotronis
A Deep Reinforcement Learning Approach To Audio-Based Navigation In A Multi-Speaker Environment. ICASSP (2021)
Petros Giannakopoulos, Aggelos Pikrakis, Yannis Cotronis
A Deep Reinforcement Learning Approach for Audio-based Navigation and Audio Source Localization in Multi-speaker Environments. CoRR (2021)
Petros Giannakopoulos, Aggelos Pikrakis, Yannis Cotronis
A Deep Reinforcement Learning Approach to Audio-Based Navigation in a Multi-Speaker Environment. CoRR (2021)
Petros Giannakopoulos, Aggelos Pikrakis, Yannis Cotronis
Directed Exploration Via Learnable Probability Distribution For Random Action Selection. ICME (2020)
Petros Giannakopoulos, Aggelos Pikrakis, Yannis Cotronis
Neural Discrete Abstraction of High-Dimensional Spaces: A Case Study In Reinforcement Learning. EUSIPCO (2020)
Petros Giannakopoulos, Yannis Cotronis
A Deep Q-Learning Agent for the L-Game with Variable Batch Training. CoRR (2018)
Petros Giannakopoulos, Yannis Cotronis
A Deep Q-Learning Agent for L-Game with Variable Batch Training. ESANN (2017)
Petros Giannakopoulos, Michail Gkoumas, Ioannis Diplas, Georgios Voularinos, Theofanis Vlachos, Konstantia Balasi, Ekaterini Tzamariudaki, Christos Filippidis, Yiannis Cotronis, Christos Markou
A study on implementing a multithreaded version of the SIRENE detector simulation software for high energy neutrinos. CoRR (2017)