Deep Sparse Autoencoders for Football Match and Bet Prediction. - Konstantinos Tsampazis; Anastasios Tefas (SETN, 2018)

Deepbots: A Webots-Based Deep Reinforcement Learning Framework for Robotics. - Manos Kirtas; Konstantinos Tsampazis; Nikolaos Passalis; Anastasios Tefas (AIAI (2), 2020)

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 001 (EANN, 2021)

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 (MLSP, 2023)

Using Part-Based Representations for Explainable Deep Reinforcement Learning. - Manos Kirtas; Konstantinos Tsampazis; Loukia Avramelou; Nikolaos Passalis; Anastasios Tefas (PKDD/ECML Workshops (2), 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; et al. (CoRR, 2023)

Quantization-Aware Training for Multi-Agent Reinforcement Learning. - Nikolaos Chandrinos; Michalis Amasialidis; Manos Kirtas; Konstantinos Tsampazis; Nikolaos Passalis; Anastasios Tefas (EUSIPCO, 2024)