Spyridon Samothrakis

ORCID

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 34

Top Venues

CoRR

CIG

IEEE Trans. Comput. Intell. AI Games

CoG

University of Essex, Colchester, UK (PHD)

Education History

University of Essex, Colchester, UK

PHD

Publications

Damian Machlanski, Spyridon Samothrakis, Paul Clarke
Robustness of Algorithms for Causal Structure Learning to Hyperparameter Choice. CLeaR (2024)
Damian Machlanski, Spyridon Samothrakis, Paul Clarke
Undersmoothing Causal Estimators With Generative Trees. IEEE Access 12 (2024)
Spyridon Samothrakis, Dennis J. N. J. Soemers, Damian Machlanski
Games of Knightian Uncertainty as AGI testbeds. CoRR (2024)
Alex Batsis, Spyridon Samothrakis
Contextual reinforcement learning for supply chain management. Expert Syst. Appl. 249 (2024)
George E. M. Long, Diego Pérez-Liébana, Spyridon Samothrakis
Balancing Wargames through Predicting Unit Point Costs. CoG (2023)
Mahrad Pisheh Var, Michael Fairbank, Spyridon Samothrakis
A Minimal "Functionally Sentient" Organism Trained With Backpropagation Through Time. Adapt. Behav. 31 (6) (2023)
Dennis J. N. J. Soemers, Spyridon Samothrakis, Éric Piette, Matthew Stephenson
Extracting tactics learned from self-play in general games. Inf. Sci. 624 (2023)
Damian Machlanski, Spyridon Samothrakis, Paul Clarke
Hyperparameter Tuning and Model Evaluation in Causal Effect Estimation. CoRR (2023)
Damian Machlanski, Spyridon Samothrakis, Paul Clarke
Robustness of Algorithms for Causal Structure Learning to Hyperparameter Choice. CoRR (2023)
Husam Quteineh, Spyridon Samothrakis, Richard F. E. Sutcliffe
Enhancing Task-Specific Distillation in Small Data Regimes through Language Generation. COLING (2022)
Michael Fairbank, Spyridon Samothrakis, Luca Citi
Deep Learning in Target Space. J. Mach. Learn. Res. 23 (2022)
Daniel Hernández, Kevin Denamganaï, Sam Devlin, Spyridon Samothrakis, James Alfred Walker
A Comparison of Self-Play Algorithms Under a Generalized Framework. IEEE Trans. Games 14 (2) (2022)
Spyridon Samothrakis, Ana Matran-Fernandez, Umar I. Abdullahi, Michael Fairbank, Maria Fasli
Grokking-like effects in counterfactual inference. IJCNN (2022)
Husam Quteineh, Spyridon Samothrakis, Richard F. E. Sutcliffe
Textual Data Augmentation for Efficient Active Learning on Tiny Datasets. EMNLP (1) (2020)
Michael Fairbank, Spyridon Samothrakis
Deep Learning in Target Space. CoRR (2020)
Christoph Salge, Emily Short, Mike Preuss, Spyridon Samothrakis, Pieter Spronck
Applications of Artificial Intelligence in Live Action Role-Playing Games (LARP). CoG (2020)
Spyridon Samothrakis
Open Loop In Natura Economic Planning. CoRR (2020)
Christoph Salge, Emily Short, Mike Preuss, Spyridon Samothrakis, Pieter Spronck
Applications of Artificial Intelligence in Live Action Role-Playing Games (LARP). CoRR (2020)
Daniel Hernández, Kevin Denamganaï, Sam Devlin, Spyridon Samothrakis, James Alfred Walker
A Comparison of Self-Play Algorithms Under a Generalized Framework. CoRR (2020)
Daniel Hernández, Kevin Denamganaï, Yuan Gao, Peter York, Sam Devlin, Spyridon Samothrakis, James Alfred Walker
A Generalized Framework for Self-Play Training. CoG (2019)
Haider Raza, Spyridon Samothrakis
Bagging Adversarial Neural Networks for Domain Adaptation in Non-Stationary EEG. IJCNN (2019)
Mohammed Alshahrani, Spyridon Samothrakis, Maria Fasli
Identifying idealised vectors for emotion detection using CMA-ES. GECCO (Companion) (2019)
Vivan Raaj Rajalingam, Spyridon Samothrakis
Neuroevolution Strategies for Word Embedding Adaptation in Text Adventure Games. CoG (2019)
Spyridon Samothrakis
Viewpoint: Artificial Intelligence and Labour. CoRR (2018)
Spyridon Samothrakis
Viewpoint: Artificial Intelligence and Labour. IJCAI (2018)
Spyridon Samothrakis
Kathryn E. Merrick: Computational models of motivation for game-playing agents - Springer, 2016, 213 pp, ISBN: 978-3-319-33457-8. Genet. Program. Evolvable Mach. 19 (4) (2018)
Spyridon Samothrakis, Maria Fasli, Diego Perez Liebana, Simon M. Lucas
Default policies for global optimisation of noisy functions with severe noise. J. Glob. Optim. 67 (4) (2017)
Spyridon Samothrakis, Tom Vodopivec, Michael Fairbank, Maria Fasli
Convolutional-Match Networks for Question Answering. IJCAI (2017)
Tom Vodopivec, Spyridon Samothrakis, Branko Ster
On Monte Carlo Tree Search and Reinforcement Learning. J. Artif. Intell. Res. 60 (2017)
Diego Perez Liebana, Spyridon Samothrakis, Julian Togelius, Tom Schaul, Simon M. Lucas
General Video Game AI: Competition, Challenges and Opportunities. AAAI (2016)
Diego Perez Liebana, Spyridon Samothrakis, Julian Togelius, Tom Schaul, Simon M. Lucas, Adrien Couëtoux, Jerry Lee, Chong-U Lim, Tommy Thompson
The 2014 General Video Game Playing Competition. IEEE Trans. Comput. Intell. AI Games 8 (3) (2016)
Spyridon Samothrakis, Tom Vodopivec, Maria Fasli, Michael Fairbank
Match memory recurrent networks. IJCNN (2016)
Diego Perez Liebana, Spyridon Samothrakis, Julian Togelius, Tom Schaul, Simon M. Lucas
Analyzing the robustness of general video game playing agents. CIG (2016)
Spyridon Samothrakis, Diego Perez Liebana, Simon M. Lucas, Philipp Rohlfshagen
Predicting Dominance Rankings for Score-Based Games. IEEE Trans. Comput. Intell. AI Games 8 (1) (2016)
Diego Perez Liebana, Sanaz Mostaghim, Spyridon Samothrakis, Simon M. Lucas
Multiobjective Monte Carlo Tree Search for Real-Time Games. IEEE Trans. Comput. Intell. AI Games 7 (4) (2015)
Spyridon Samothrakis, Diego Perez Liebana, Simon M. Lucas, Maria Fasli
Neuroevolution for General Video Game Playing. CIG (2015)
Diego Perez Liebana, Spyridon Samothrakis, Simon M. Lucas
Knowledge-based fast evolutionary MCTS for general video game playing. CIG (2014)
Diego Perez Liebana, Julian Togelius, Spyridon Samothrakis, Philipp Rohlfshagen, Simon M. Lucas
Automated Map Generation for the Physical Traveling Salesman Problem. IEEE Trans. Evol. Comput. 18 (5) (2014)
Diego Perez Liebana, Edward Jack Powley, Daniel Whitehouse, Philipp Rohlfshagen, Spyridon Samothrakis, Peter I. Cowling, Simon M. Lucas
Solving the Physical Traveling Salesman Problem: Tree Search and Macro Actions. IEEE Trans. Comput. Intell. AI Games 6 (1) (2014)
Spyridon Samothrakis, Samuel A. Roberts, Diego Perez Liebana, Simon M. Lucas
Rolling horizon methods for games with continuous states and actions. CIG (2014)
Simon M. Lucas, Spyridon Samothrakis, Diego Perez Liebana
Fast Evolutionary Adaptation for Monte Carlo Tree Search. EvoApplications (2014)
Diego Perez Liebana, Edward Jack Powley, Daniel Whitehouse, Spyridon Samothrakis, Simon M. Lucas, Peter I. Cowling
The 2013 Multi-objective Physical Travelling Salesman Problem Competition. IEEE Congress on Evolutionary Computation (2014)
Spyridon Samothrakis, Simon M. Lucas, Thomas Philip Runarsson, David Robles
Coevolving Game-Playing Agents: Measuring Performance and Intransitivities. IEEE Trans. Evol. Comput. 17 (2) (2013)
Diego Perez Liebana, Spyridon Samothrakis, Simon M. Lucas
Online and offline learning in multi-objective Monte Carlo Tree Search. CIG (2013)
Diego Perez Liebana, Spyridon Samothrakis, Simon M. Lucas, Philipp Rohlfshagen
Rolling horizon evolution versus tree search for navigation in single-player real-time games. GECCO (2013)
Cameron Browne, Edward Jack Powley, Daniel Whitehouse, Simon M. Lucas, Peter I. Cowling, Philipp Rohlfshagen, Stephen Tavener, Diego Perez Liebana, Spyridon Samothrakis, Simon Colton
A Survey of Monte Carlo Tree Search Methods. IEEE Trans. Comput. Intell. AI Games 4 (1) (2012)
Karl J. Friston, Spyridon Samothrakis, P. Read Montague
Active inference and agency: optimal control without cost functions. Biol. Cybern. 106 (8-9) (2012)
Daniel A. Ashlock, Wendy Ashlock, Spyridon Samothrakis, Simon M. Lucas, Colin Lee
From competition to cooperation: Co-evolution in a rewards continuum. CIG (2012)
Spyridon Samothrakis, David Robles, Simon M. Lucas
Fast Approximate Max-n Monte Carlo Tree Search for Ms Pac-Man. IEEE Trans. Comput. Intell. AI Games 3 (2) (2011)
Spyridon Samothrakis, Simon M. Lucas
Approximating n-player behavioural strategy nash equilibria using coevolution. GECCO (2011)
Spyridon Samothrakis, David Robles, Simon M. Lucas
A UCT agent for Tron: Initial investigations. CIG (2010)

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Publication Activity (10 Years)

Top Topics

Top Venues

Spyridon Samothrakis