SS
Spyridon Samothrakis
cs.AIcs.LGstat.MEcs.CYAdaptive dynamic programmingAnalytic policy gradientArtificial IntelligenceAttitudeBack-propagation through timeCausal effect
On Valency
published · living versionsW_br6jqu6m·v1 · currentpublished
Rethinking GA2Ms: performance and out-of-distribution generalisation
with George Dimitriadis, Damian Machlanski, Paul Clarke
1 version
Preprints & journals
17 papers in the corpus · 1997–2026Local Updates, Global Learning (LUGL): Playing Games with non-incremental Learners2609.03660v1 · David Milec, Spyridon Samothrakis, Michael Fairbank et al.2026 · 0 citationsarXiv
The Challenges of Hyperparameter Tuning for Accurate Causal Effect Estimation.42892864 · Machlanski, Damian, Samothrakis, Spyridon, Clarke, Paul2026 · 1 citationMachine learning. 2026;115(11):249
Disassociating performance from compositional feature learning2505.09716v4 · George Dimitriadis, Spyridon Samothrakis2025 · 0 citationsarXiv
A Research Agenda for Usability and Generalisation in Reinforcement Learning2412.16970v2 · Dennis J.N.J. Soemers, Spyridon Samothrakis, Kurt Driessens et al.2024 · 0 citationsarXiv
Neurocontrol for fixed-length trajectories in environments with soft barriers.39705770 · Fairbank, Michael, Prokhorov, Danil, Barragan-Alcantar, David et al.2025 · 0 citationsNeural networks : the official journal of the International Neural Network Society. 2025;184:107034
Games of Knightian Uncertainty as AGI testbeds2406.18178v2 · Spyridon Samothrakis, Dennis J.N.J. Soemers, Damian Machlanski2024 · 0 citationsarXiv
Robustness of Algorithms for Causal Structure Learning to Hyperparameter Choice2310.18212v2 · Damian Machlanski, Spyridon Samothrakis, Paul Clarke2023 · 1 citationarXiv
Parasocial relationships on YouTube reduce prejudice towards mental health issues.36195625 · Lotun, Shaaba, Lamarche, Veronica M, Samothrakis, Spyridon et al.2022 · 19 citationsScientific reports. 2022;12(1):16565
Undersmoothing Causal Estimators with Generative Trees2203.08570v1 · Damian Machlanski, Spyros Samothrakis, Paul Clarke2022 · 0 citationsIEEE Access, vol. 12, pp. 38562-38574, 2024
Artificial Intelligence inspired methods for the allocation of common goods and services.34587160 · Samothrakis, Spyridon2021 · 10 citationsPloS one. 2021;16(9):e0257399
A Comparison of Self-Play Algorithms Under a Generalized Framework2006.04471v1 · Daniel Hernandez, Kevin Denamganai, Sam Devlin et al.2020 · 14 citationsarXiv
Deep Learning in Target Space2006.01578v3 · Michael Fairbank, Spyridon Samothrakis, Luca Citi2020 · 2 citationsJournal of Machine Learning Research 23.8 (2022) 1-46
Open Loop In Natura Economic Planning2005.01539v2 · Spyridon Samothrakis2020 · 1 citationarXiv
Viewpoint: Artificial Intelligence and Labour1803.06563v1 · Spyridon Samothrakis2018 · 2 citationsarXiv
Emotional Sentence Annotation Helps Predict Fiction Genre.26524352 · Samothrakis, Spyridon, Fasli, Maria2016 · 18 citationsPloS one. 2015;10(11):e0141922
Active inference and agency: optimal control without cost functions.22864468 · Friston, Karl, Samothrakis, Spyridon, Montague, Read2013 · 241 citationsBiological cybernetics. 2012;106(8-9):523-41
WWW creates new interactive 3D graphics and collaborative environments for medical research and education.9506396 · Samothrakis, S, Arvanitis, T N, Plataniotis, A et al.1998 · 14 citationsInternational journal of medical informatics. 1997;47(1-2):69-73
Career total: 76 works. 17 are in this corpus.
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