Tree-based Focused Web Crawling with Reinforcement Learning. - Andreas Kontogiannis; Dimitrios Kelesis; Vasilis Pollatos; Georgios Paliouras; George Giannakopoulos (CoRR, 2021)

Inherently Interpretable Deep Reinforcement Learning Through Online Mimicking. - Andreas Kontogiannis; George A. Vouros (EXTRAAMAS, 2023)

XDQN: Inherently Interpretable DQN through Mimicking. - Andreas Kontogiannis; George A. Vouros (CoRR, 2023)

The Computational Complexity of Finding Second-Order Stationary Points. - Andreas Kontogiannis; Vasilis Pollatos; Sotiris Kanellopoulos; Panayotis Mertikopoulos; Aris Pagourtzis; Ioannis Panageas (ICML, 2024)

An Extended Benchmarking of Multi-Agent Reinforcement Learning Algorithms in Complex Fully Cooperative Tasks. - George Papadopoulos 006; Andreas Kontogiannis; Foteini Papadopoulou; Chaido Poulianou; Ioannis Koumentis; George A. Vouros (AAMAS, 2025)

Enhancing Cooperative Multi-Agent Reinforcement Learning with State Modelling and Adversarial Exploration. - Andreas Kontogiannis; Konstantinos Papathanasiou; Yi Shen 011; Giorgos Stamou; Michael M. Zavlanos; George A. Vouros (CoRR, 2025)