ProfessorsProfessors of University of IoanninaKonstantinos Blekas

Konstantinos Blekas

University of Ioannina

H-index: 22

Europe-Greece

About Konstantinos Blekas

Konstantinos Blekas, With an exceptional h-index of 22 and a recent h-index of 12 (since 2020), a distinguished researcher at University of Ioannina, specializes in the field of Artificial Intelligence, Machine Learning, Reinforcement Learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

Multiagent reinforcement learning for autonomous driving in traffic zones with unsignalized intersections

Hierarchical multiagent reinforcement learning schemes for air traffic management

Unmanned surface vehicle navigation through generative adversarial imitation learning

Multi-label sampling based on local label imbalance

Data-driven estimation of flights’ hidden parameters

Identification of brain functional networks using a model-based approach

Multiple mini-robots navigation using a collaborative multiagent reinforcement learning framework

Functionally weighted neural networks: frugal models with high accuracy

Konstantinos Blekas Information

University	University of Ioannina
Position	Assistant Professor Computer Science and Engineering Greece
Citations(all)	1735
Citations(since 2020)	397
Cited By	1571
hIndex(all)	22
hIndex(since 2020)	12
i10Index(all)	41
i10Index(since 2020)	15
Email	Access Email
University Profile Page	University of Ioannina
Google Scholar	View Google Scholar Profile

Konstantinos Blekas Skills & Research Interests

Artificial Intelligence

Machine Learning

Reinforcement Learning

Top articles of Konstantinos Blekas

Title	Journal	Author(s)	Publication Date
Multiagent reinforcement learning for autonomous driving in traffic zones with unsignalized intersections	Journal of Intelligent Transportation Systems	Christos Spatharis Konstantinos Blekas	2024/1/2
Hierarchical multiagent reinforcement learning schemes for air traffic management	Neural Computing and Applications	Christos Spatharis Alevizos Bastas Theocharis Kravaris Konstantinos Blekas George A Vouros ...	2023/1/1
Unmanned surface vehicle navigation through generative adversarial imitation learning	Ocean Engineering	Piyabhum Chaysri Christos Spatharis Konstantinos Blekas Kostas Vlachos	2023/8/15
Multi-label sampling based on local label imbalance	Pattern Recognition	Bin Liu Konstantinos Blekas Grigorios Tsoumakas	2022/2/1
Data-driven estimation of flights’ hidden parameters		George Vouros Theodore Tranos Konstantinos Blekas Georgios Santipantakis Marc Melgosa Farrés ...	2022
Identification of brain functional networks using a model-based approach	International Journal of Pattern Recognition and Artificial Intelligence	Vangelis P Oikonomou Konstantinos Blekas Loukas Astrakas	2020/7/16
Multiple mini-robots navigation using a collaborative multiagent reinforcement learning framework	Advanced Robotics	Piyabhum Chaysri Konstantinos Blekas Kostas Vlachos	2020/7/2
Functionally weighted neural networks: frugal models with high accuracy	SN Applied Sciences	Konstantinos Blekas Isaac E Lagaris	2020/12
Double deep multiagent reinforcement learning for autonomous driving in traffic maps with road segments and unsignaled intersections		Christos Spatharis Konstantinos Blekas	2020/9/20
Apprenticeship learning of flight trajectories prediction with inverse reinforcement learning		Christos Spatharis Konstantinos Blekas George A Vouros	2020/9/2