Konstantinos Tsampazis

According to our database, Konstantinos Tsampazis authored at least 7 papers between 2018 and 2024.

Collaborative distances:

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

2024

Using Part-based Representations for Explainable Deep Reinforcement Learning.

Manos Kirtas, Konstantinos Tsampazis, Loukia Avramelou, Nikolaos Passalis, Anastasios Tefas

CoRR, 2024

Quantization-Aware Training for Multi-Agent Reinforcement Learning.

Nikolaos Chandrinos, Michalis Amasialidis, Manos Kirtas, Konstantinos Tsampazis, Nikolaos Passalis, Anastasios Tefas

Proceedings of the 32nd European Signal Processing Conference, 2024

2023

Leveraging Deep Learning and Online Source Sentiment for Financial Portfolio Management.

Paraskevi Nousi, Loukia Avramelou, Georgios Rodinos, Maria Tzelepi, Theodoros Manousis, Konstantinos Tsampazis, Kyriakos Stefanidis, Dimitris Spanos, Emmanouil Kirtas, Pavlos Tosidis, Avraam Tsantekidis, Nikolaos Passalis, Anastasios Tefas

CoRR, 2023

Deep Reinforcement Learning With Action Masking for Differential-Drive Robot Navigation Using Low-Cost Sensors.

Konstantinos Tsampazis, Manos Kirtas, Pavlos Tosidis, Nikolaos Passalis, Anastasios Tefas

Proceedings of the 33rd IEEE International Workshop on Machine Learning for Signal Processing, 2023

2021

Efficient Realistic Data Generation Framework Leveraging Deep Learning-Based Human Digitization.

Charalampos Symeonidis, Paraskevi Nousi, Pavlos Tosidis, Konstantinos Tsampazis, Nikolaos Passalis, Anastasios Tefas, Nikos Nikolaidis

Proceedings of the 22nd Engineering Applications of Neural Networks Conference, 2021

2020

Deepbots: A Webots-Based Deep Reinforcement Learning Framework for Robotics.

Manos Kirtas, Konstantinos Tsampazis, Nikolaos Passalis, Anastasios Tefas

Proceedings of the Artificial Intelligence Applications and Innovations, 2020

2018

Deep Sparse Autoencoders for Football Match and Bet Prediction.

Konstantinos Tsampazis, Anastasios Tefas

Proceedings of the 10th Hellenic Conference on Artificial Intelligence, 2018