Petros Giannakopoulos

According to our database, Petros Giannakopoulos authored at least 8 papers between 2017 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Deep reinforcement learning algorithms for intelligent agents in virtual environments

Petros Giannakopoulos

PhD thesis, 2023

2022

Improving Post-Processing of Audio Event Detectors Using Reinforcement Learning.

Petros Giannakopoulos, Aggelos Pikrakis, Yannis Cotronis

IEEE Access, 2022

2021

A Deep Reinforcement Learning Approach for Audio-based Navigation and Audio Source Localization in Multi-speaker Environments.

Petros Giannakopoulos, Aggelos Pikrakis, Yannis Cotronis

CoRR, 2021

A Deep Reinforcement Learning Approach To Audio-Based Navigation In A Multi-Speaker Environment.

Petros Giannakopoulos, Aggelos Pikrakis, Yannis Cotronis

Proceedings of the IEEE International Conference on Acoustics, 2021

2020

Directed Exploration Via Learnable Probability Distribution For Random Action Selection.

Petros Giannakopoulos, Aggelos Pikrakis, Yannis Cotronis

Proceedings of the IEEE International Conference on Multimedia and Expo, 2020

Neural Discrete Abstraction of High-Dimensional Spaces: A Case Study In Reinforcement Learning.

Petros Giannakopoulos, Aggelos Pikrakis, Yannis Cotronis

Proceedings of the 28th European Signal Processing Conference, 2020

2017

A study on implementing a multithreaded version of the SIRENE detector simulation software for high energy neutrinos.

Petros Giannakopoulos, Michail Gkoumas, Ioannis Diplas, Georgios Voularinos, Theofanis Vlachos, Konstantia Balasi, Ekaterini Tzamariudaki, Christos Filippidis, Yiannis Cotronis, Christos Markou

CoRR, 2017

A Deep Q-Learning Agent for L-Game with Variable Batch Training.

Petros Giannakopoulos, Yannis Cotronis

Proceedings of the 25th European Symposium on Artificial Neural Networks, 2017