| 2025 | ICAART | Environment Descriptions for Usability and Generalisation in Reinforcement Learning. | Dennis J. N. J. Soemers, Spyridon Samothrakis, Kurt Driessens, Mark H. M. Winands |
| 2025 | ICAART | A Research Agenda for Usability and Generalisation in Reinforcement Learning. | Dennis J. N. J. Soemers, Spyridon Samothrakis, Kurt Driessens, Mark H. M. Winands |
| 2022 | COLING | Enhancing Task-Specific Distillation in Small Data Regimes through Language Generation. | Husam Quteineh, Spyridon Samothrakis, Richard F. E. Sutcliffe |
| 2022 | IJCNN | Grokking-like effects in counterfactual inference. | Spyridon Samothrakis, Ana Matran-Fernandez, Umar I. Abdullahi, Michael Fairbank, Maria Fasli |
| 2020 | EMNLP | Textual Data Augmentation for Efficient Active Learning on Tiny Datasets. | Husam Quteineh, Spyridon Samothrakis, Richard F. E. Sutcliffe |
| 2019 | GECCO | Identifying idealised vectors for emotion detection using CMA-ES. | Mohammed Alshahrani, Spyridon Samothrakis, Maria Fasli |
| 2019 | IJCNN | Bagging Adversarial Neural Networks for Domain Adaptation in Non-Stationary EEG. | Haider Raza, Spyridon Samothrakis |
| 2018 | IJCAI | Viewpoint: Artificial Intelligence and Labour. | Spyridon Samothrakis |
| 2017 | IJCAI | Convolutional-Match Networks for Question Answering. | Spyridon Samothrakis, Tom Vodopivec, Michael Fairbank, Maria Fasli |
| 2016 | AAAI | General Video Game AI: Competition, Challenges and Opportunities. | Diego Perez Liebana, Spyridon Samothrakis, Julian Togelius, Tom Schaul, Simon M. Lucas |
| 2016 | IJCNN | Match memory recurrent networks. | Spyridon Samothrakis, Tom Vodopivec, Maria Fasli, Michael Fairbank |
| 2014 | CEC | The 2013 Multi-objective Physical Travelling Salesman Problem Competition. | Diego Perez Liebana, Edward Jack Powley, Daniel Whitehouse, Spyridon Samothrakis, Simon M. Lucas, Peter I. Cowling |
| 2013 | GECCO | Rolling horizon evolution versus tree search for navigation in single-player real-time games. | Diego Perez Liebana, Spyridon Samothrakis, Simon M. Lucas, Philipp Rohlfshagen |
| 2011 | GECCO | Approximating n-player behavioural strategy nash equilibria using coevolution. | Spyridon Samothrakis, Simon M. Lucas |