Konstantinos Blekas

Full Professor, University of Ioannina

Joined

July 2019

Names

Konstantinos Blekas

Emails

****@cs.uoi.gr (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Full Professor

University of Ioannina (uoi.gr)

2021 – Present

Associate Professor

University of Ioannina (uoi.gr)

2015 – 2020

Assistant Professor

University of Ioannina (uoi.gr)

2005 – 2014

Postdoc

University of Ioannina (uoi.gr)

2001 – 2003

PhD student

National Technical University of Athens (ntua.gr)

1993 – 1997

Undergrad student

National Technical University of Athens (ntua.gr)

1988 – 1993

Advisors, Relations & Conflicts

No relations added

Expertise

machine learning

reinforcement learning

1993 – Present

pattern recognition

1993 – Present

artificial intelligence

1993 – Present

Publications

Large-Scale Urban Traffic Management Using Zero-Shot Knowledge Transfer in Multi-Agent Reinforcement Learning for Intersection Patterns
Theodore Tranos, Konstantinos Blekas
- Greeks in AI 2025 Poster
- Readers: Everyone
Hierarchical multiagent reinforcement learning schemes for air traffic management
Christos Spatharis, Alevizos Bastas, Theocharis Kravaris, Konstantinos Blekas, George A. Vouros, Jose Manuel Cordero Garcia
- 2023 (modified: 24 Apr 2023)
- Neural Comput. Appl. 2023
- Readers: Everyone
Multi-label sampling based on local label imbalance
Bin Liu, Konstantinos Blekas, Grigorios Tsoumakas
- 2022 (modified: 24 Apr 2023)
- Pattern Recognit. 2022
- Readers: Everyone
Multi-Label Sampling based on Local Label Imbalance
Bin Liu, Konstantinos Blekas, Grigorios Tsoumakas
- 2020 (modified: 10 Nov 2021)
- CoRR 2020
- Readers: Everyone
Multiple mini-robots navigation using a collaborative multiagent reinforcement learning framework
Piyabhum Chaysri, Konstantinos Blekas, Kostas Vlachos
- 2020 (modified: 24 Apr 2023)
- Adv. Robotics 2020
- Readers: Everyone
Identification of Brain Functional Networks Using a Model-Based Approach
Vangelis P. Oikonomou, Konstantinos Blekas, Loukas G. Astrakas
- 2020 (modified: 24 Apr 2023)
- Int. J. Pattern Recognit. Artif. Intell. 2020
- Readers: Everyone
Double deep multiagent reinforcement learning for autonomous driving in traffic maps with road segments and unsignaled intersections
Christos Spatharis, Konstantinos Blekas
- 2020 (modified: 24 Apr 2023)
- ITSC 2020
- Readers: Everyone
Apprenticeship learning of flight trajectories prediction with inverse reinforcement learning
Christos Spatharis, Konstantinos Blekas, George A. Vouros
- 2020 (modified: 24 Apr 2023)
- SETN 2020
- Readers: Everyone
Resolving Congestions in the Air Traffic Management Domain via Multiagent Reinforcement Learning Methods
Theocharis Kravaris, Christos Spatharis, Alevizos Bastas, George A. Vouros, Konstantinos Blekas, Gennady L. Andrienko, Natalia V. Andrienko, Jose Manuel Cordero Garcia
- 2019 (modified: 24 Apr 2023)
- CoRR 2019
- Readers: Everyone
Collaborative multiagent reinforcement learning schemes for air traffic management
Christos Spatharis, Konstantinos Blekas, Alevizos Bastas, Theocharis Kravaris, George A. Vouros
- 2019 (modified: 24 Apr 2023)
- IISA 2019
- Readers: Everyone

View all 67 publications

Co-Authors

View all 58 co-authors