Spyridon Samothrakis

61 papers A* 3A 2B 6C 5Journal 32Unranked 11

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	AI Agents and Agentic Systems: A Multi-Expert Analysis. J. Comput. Inf. Syst. Laurie Hughes, Yogesh K. Dwivedi, F. Tegwen Malik, Mazen Shawosh, Mousa Ahmed Albashrawi, Il Jeon, Vincent Dutot, Mandanna Appanderanda, Tom Crick, Rahul De', Mark Fenwick, Madugoda Gunaratnege Senali, Paulius Jurcys, Arpan Kumar Kar, Nir Kshetri, Keyao Li, Laizah Sashah Mutasa, Spyridon Samothrakis, Michael R. Wade, Paul Walton
2025	—	`conf`	Environment Descriptions for Usability and Generalisation in Reinforcement Learning. ICAART (3) Dennis J. N. J. Soemers, Spyridon Samothrakis, Kurt Driessens, Mark H. M. Winands
2025	J	`jnl`	Neurocontrol for fixed-length trajectories in environments with soft barriers. Neural Networks Michael Fairbank, Danil V. Prokhorov, David Barragan-Alcantar, Spyridon Samothrakis, Shuhui Li
2025	J	`jnl`	Out-of-distribution generalisation is hard: evidence from ARC-like tasks. CoRR George Dimitriadis, Spyridon Samothrakis
2024	J	`jnl`	Artificial intelligence and modern planned economies: a discussion on methods and institutions. AI Soc. Spyridon Samothrakis
2024	J	`jnl`	Contextual reinforcement learning for supply chain management. Expert Syst. Appl. Alex Batsis, Spyridon Samothrakis
2024	J	`jnl`	Environment Descriptions for Usability and Generalisation in Reinforcement Learning. CoRR Dennis J. N. J. Soemers, Spyridon Samothrakis, Kurt Driessens, Mark H. M. Winands
2024	C	`conf`	Games of Knightian Uncertainty as AGI testbeds. CoG Spyridon Samothrakis, Dennis J. N. J. Soemers, Damian Machlanski
2024	J	`jnl`	Games of Knightian Uncertainty as AGI testbeds. CoRR Spyridon Samothrakis, Dennis J. N. J. Soemers, Damian Machlanski
2024	—	`conf`	Robustness of Algorithms for Causal Structure Learning to Hyperparameter Choice. CLeaR Damian Machlanski, Spyridon Samothrakis, Paul Clarke
2024	J	`jnl`	STEP: A Framework for Automated Point Cost Estimation. IEEE Trans. Games George E. M. Long, Diego Perez Liebana, Spyridon Samothrakis
2024	J	`jnl`	Undersmoothing Causal Estimators With Generative Trees. IEEE Access Damian Machlanski, Spyridon Samothrakis, Paul Clarke
2023	J	`jnl`	A Minimal "Functionally Sentient" Organism Trained With Backpropagation Through Time. Adapt. Behav. Mahrad Pisheh Var, Michael Fairbank, Spyridon Samothrakis
2023	C	`conf`	Balancing Wargames through Predicting Unit Point Costs. CoG George E. M. Long, Diego Pérez-Liébana, Spyridon Samothrakis
2023	J	`jnl`	Extracting tactics learned from self-play in general games. Inf. Sci. Dennis J. N. J. Soemers, Spyridon Samothrakis, Éric Piette, Matthew Stephenson
2023	J	`jnl`	Hyperparameter Tuning and Model Evaluation in Causal Effect Estimation. CoRR Damian Machlanski, Spyridon Samothrakis, Paul Clarke
2023	J	`jnl`	Robustness of Algorithms for Causal Structure Learning to Hyperparameter Choice. CoRR Damian Machlanski, Spyridon Samothrakis, Paul Clarke
2022	J	`jnl`	A Comparison of Self-Play Algorithms Under a Generalized Framework. IEEE Trans. Games Daniel Hernández, Kevin Denamganaï, Sam Devlin, Spyridon Samothrakis, James Alfred Walker
2022	J	`jnl`	Deep Learning in Target Space. J. Mach. Learn. Res. Michael Fairbank, Spyridon Samothrakis, Luca Citi
2022	B	`conf`	Enhancing Task-Specific Distillation in Small Data Regimes through Language Generation. COLING Husam Quteineh, Spyridon Samothrakis, Richard F. E. Sutcliffe
2022	B	`conf`	Grokking-like effects in counterfactual inference. IJCNN Spyridon Samothrakis, Ana Matran-Fernandez, Umar I. Abdullahi, Michael Fairbank, Maria Fasli
2020	J	`jnl`	A Comparison of Self-Play Algorithms Under a Generalized Framework. CoRR Daniel Hernández, Kevin Denamganaï, Sam Devlin, Spyridon Samothrakis, James Alfred Walker
2020	C	`conf`	Applications of Artificial Intelligence in Live Action Role-Playing Games (LARP). CoG Christoph Salge, Emily Short, Mike Preuss, Spyridon Samothrakis, Pieter Spronck
2020	J	`jnl`	Applications of Artificial Intelligence in Live Action Role-Playing Games (LARP). CoRR Christoph Salge, Emily Short, Mike Preuss, Spyridon Samothrakis, Pieter Spronck
2020	J	`jnl`	Deep Learning in Target Space. CoRR Michael Fairbank, Spyridon Samothrakis
2020	J	`jnl`	Open Loop In Natura Economic Planning. CoRR Spyridon Samothrakis
2020	—	`conf`	Textual Data Augmentation for Efficient Active Learning on Tiny Datasets. EMNLP (1) Husam Quteineh, Spyridon Samothrakis, Richard F. E. Sutcliffe
2019	C	`conf`	A Generalized Framework for Self-Play Training. CoG Daniel Hernández, Kevin Denamganaï, Alex Yuan Gao, Peter York, Sam Devlin, Spyridon Samothrakis, James Alfred Walker
2019	B	`conf`	Bagging Adversarial Neural Networks for Domain Adaptation in Non-Stationary EEG. IJCNN Haider Raza, Spyridon Samothrakis
2019	—	`conf`	Identifying idealised vectors for emotion detection using CMA-ES. GECCO (Companion) Mohammed Alshahrani, Spyridon Samothrakis, Maria Fasli
2019	C	`conf`	Neuroevolution Strategies for Word Embedding Adaptation in Text Adventure Games. CoG Vivan Raaj Rajalingam, Spyridon Samothrakis
2019	—	`ch.`	Training Gradient Boosting Machines Using Curve-Fitting and Information-Theoretic Features for Causal Direction Detection. Cause Effect Pairs in Machine Learning Spyridon Samothrakis, Diego Perez Liebana, Simon M. Lucas
2018	J	`jnl`	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. Spyridon Samothrakis
2018	A*	`conf`	Viewpoint: Artificial Intelligence and Labour. IJCAI Spyridon Samothrakis
2018	J	`jnl`	Viewpoint: Artificial Intelligence and Labour. CoRR Spyridon Samothrakis
2017	A*	`conf`	Convolutional-Match Networks for Question Answering. IJCAI Spyridon Samothrakis, Tom Vodopivec, Michael Fairbank, Maria Fasli
2017	J	`jnl`	Default policies for global optimisation of noisy functions with severe noise. J. Glob. Optim. Spyridon Samothrakis, Maria Fasli, Diego Perez Liebana, Simon M. Lucas
2017	J	`jnl`	On Monte Carlo Tree Search and Reinforcement Learning. J. Artif. Intell. Res. Tom Vodopivec, Spyridon Samothrakis, Branko Ster
2016	—	`conf`	Analyzing the robustness of general video game playing agents. CIG Diego Perez Liebana, Spyridon Samothrakis, Julian Togelius, Tom Schaul, Simon M. Lucas
2016	A*	`conf`	General Video Game AI: Competition, Challenges and Opportunities. AAAI Diego Perez Liebana, Spyridon Samothrakis, Julian Togelius, Tom Schaul, Simon M. Lucas
2016	B	`conf`	Match memory recurrent networks. IJCNN Spyridon Samothrakis, Tom Vodopivec, Maria Fasli, Michael Fairbank
2016	J	`jnl`	Predicting Dominance Rankings for Score-Based Games. IEEE Trans. Comput. Intell. AI Games Spyridon Samothrakis, Diego Perez Liebana, Simon M. Lucas, Philipp Rohlfshagen
2016	J	`jnl`	The 2014 General Video Game Playing Competition. IEEE Trans. Comput. Intell. AI Games Diego Perez Liebana, Spyridon Samothrakis, Julian Togelius, Tom Schaul, Simon M. Lucas, Adrien Couëtoux, Jerry Lee, Chong-U Lim, Tommy Thompson
2015	J	`jnl`	Multiobjective Monte Carlo Tree Search for Real-Time Games. IEEE Trans. Comput. Intell. AI Games Diego Perez Liebana, Sanaz Mostaghim, Spyridon Samothrakis, Simon M. Lucas
2015	—	`conf`	Neuroevolution for General Video Game Playing. CIG Spyridon Samothrakis, Diego Perez Liebana, Simon M. Lucas, Maria Fasli
2014	J	`jnl`	Automated Map Generation for the Physical Traveling Salesman Problem. IEEE Trans. Evol. Comput. Diego Perez Liebana, Julian Togelius, Spyridon Samothrakis, Philipp Rohlfshagen, Simon M. Lucas
2014	B	`conf`	Fast Evolutionary Adaptation for Monte Carlo Tree Search. EvoApplications Simon M. Lucas, Spyridon Samothrakis, Diego Perez Liebana
2014	—	`conf`	Knowledge-based fast evolutionary MCTS for general video game playing. CIG Diego Perez Liebana, Spyridon Samothrakis, Simon M. Lucas
2014	—	`—`	Methods for tackling games of strict competition. Spyridon Samothrakis
2014	—	`conf`	Rolling horizon methods for games with continuous states and actions. CIG Spyridon Samothrakis, Samuel A. Roberts, Diego Perez Liebana, Simon M. Lucas
2014	J	`jnl`	Solving the Physical Traveling Salesman Problem: Tree Search and Macro Actions. IEEE Trans. Comput. Intell. AI Games Diego Perez Liebana, Edward Jack Powley, Daniel Whitehouse, Philipp Rohlfshagen, Spyridon Samothrakis, Peter I. Cowling, Simon M. Lucas
2014	B	`conf`	The 2013 Multi-objective Physical Travelling Salesman Problem Competition. IEEE Congress on Evolutionary Computation Diego Perez Liebana, Edward Jack Powley, Daniel Whitehouse, Spyridon Samothrakis, Simon M. Lucas, Peter I. Cowling
2013	J	`jnl`	Coevolving Game-Playing Agents: Measuring Performance and Intransitivities. IEEE Trans. Evol. Comput. Spyridon Samothrakis, Simon M. Lucas, Thomas Philip Runarsson, David Robles
2013	—	`conf`	Online and offline learning in multi-objective Monte Carlo Tree Search. CIG Diego Perez Liebana, Spyridon Samothrakis, Simon M. Lucas
2013	A	`conf`	Rolling horizon evolution versus tree search for navigation in single-player real-time games. GECCO Diego Perez Liebana, Spyridon Samothrakis, Simon M. Lucas, Philipp Rohlfshagen
2012	J	`jnl`	A Survey of Monte Carlo Tree Search Methods. IEEE Trans. Comput. Intell. AI Games Cameron Browne, Edward Jack Powley, Daniel Whitehouse, Simon M. Lucas, Peter I. Cowling, Philipp Rohlfshagen, Stephen Tavener, Diego Perez Liebana, Spyridon Samothrakis, Simon Colton
2012	J	`jnl`	Active inference and agency: optimal control without cost functions. Biol. Cybern. Karl J. Friston, Spyridon Samothrakis, P. Read Montague
2012	—	`conf`	From competition to cooperation: Co-evolution in a rewards continuum. CIG Daniel A. Ashlock, Wendy Ashlock, Spyridon Samothrakis, Simon M. Lucas, Colin Lee
2011	A	`conf`	Approximating n-player behavioural strategy nash equilibria using coevolution. GECCO Spyridon Samothrakis, Simon M. Lucas
2011	J	`jnl`	Fast Approximate Max-n Monte Carlo Tree Search for Ms Pac-Man. IEEE Trans. Comput. Intell. AI Games Spyridon Samothrakis, David Robles, Simon M. Lucas
2010	—	`conf`	A UCT agent for Tron: Initial investigations. CIG Spyridon Samothrakis, David Robles, Simon M. Lucas