Items where Author is "Samothrakis, Spyridon"

Article

Batsis, Alex and Samothrakis, Spyridon (2024) Contextual reinforcement learning for supply chain management. Expert Systems with Applications, 249. p. 123541. DOI https://doi.org/10.1016/j.eswa.2024.123541

Long, George EM and Perez-Liebana, Diego and Samothrakis, Spyridon (2024) STEP: A Framework for Automated Point Cost Estimation. IEEE Transactions on Games. DOI https://doi.org/10.1109/tg.2024.3450992

Machlanski, Damian and Samothrakis, Spyridon and Clarke, Paul (2024) Undersmoothing Causal Estimators With Generative Trees. IEEE Access, 12. pp. 38562-38574. DOI https://doi.org/10.1109/access.2024.3376423

Samothrakis, Spyridon (2024) Artificial intelligence and modern planned economies: a discussion on methods and institutions. AI and Society. DOI https://doi.org/10.1007/s00146-023-01826-7

Soemers, Dennis JNJ and Samothrakis, Spyridon and Piette, Éric and Stephenson, Matthew (2023) Extracting tactics learned from self-play in general games. Information Sciences, 624. pp. 277-298. DOI https://doi.org/10.1016/j.ins.2022.12.080

Lotun, Shaaba and Lamarche, Veronica and Samothrakis, Spyridon and Sandstrom, Gillian and Matran-Fernandez, Ana (2022) Parasocial relationships on YouTube reduce prejudice towards mental health issues. Scientific Reports, 12 (1). 16565-. DOI https://doi.org/10.1038/s41598-022-17487-3

Hernandez, Daniel and Denamganai, Kevin and Devlin, Sam and Samothrakis, Spyridon and Walker, James Alfred (2022) A Comparison of Self-Play Algorithms Under a Generalized Framework. IEEE Transactions on Games, 14 (2). pp. 221-231. DOI https://doi.org/10.1109/tg.2021.3058898

Fairbank, Michael and Samothrakis, Spyridon and Citi, Luca (2022) Deep Learning in Target Space. Journal of Machine Learning Research, 23. pp. 1-46.

Samothrakis, Spyridon (2021) Artificial Intelligence inspired methods for the allocation of common goods and services. PLoS One, 16 (9). e0257399-e0257399. DOI https://doi.org/10.1371/journal.pone.0257399

Tom Vodopivec and Samothrakis, Spyridon and Brank Ster (2017) On monte carlo tree search and reinforcement learning. The Journal of Artificial Intelligence Research, 60. pp. 881-936. DOI https://doi.org/10.1613/jair.5507

Samothrakis, Spyridon and Fasli, Maria and Perez, Diego and Lucas, Simon (2017) Default policies for global optimisation of noisy functions with severe noise. Journal of Global Optimization, 67 (4). pp. 893-907. DOI https://doi.org/10.1007/s10898-016-0482-9

Perez-Liebana, Diego and Samothrakis, Spyridon and Togelius, Julian and Schaul, Tom and Lucas, Simon M and Couetoux, Adrien and Lee, Jerry and Lim, Chong-U and Thompson, Tommy (2016) The 2014 General Video Game Playing Competition. IEEE Transactions on Computational Intelligence and AI in Games, 8 (3). pp. 229-243. DOI https://doi.org/10.1109/TCIAIG.2015.2402393

Samothrakis, Spyridon and Perez, Diego and Lucas, Simon M and Rohlfshagen, Philipp (2016) Predicting Dominance Rankings for Score-Based Games. IEEE Transactions on Computational Intelligence and AI in Games, 8 (1). pp. 1-12. DOI https://doi.org/10.1109/tciaig.2014.2346242

Perez, Diego and Mostaghim, Sanaz and Samothrakis, Spyridon and Lucas, Simon M (2015) Multiobjective Monte Carlo Tree Search for Real-Time Games. IEEE Transactions on Computational Intelligence and AI in Games, 7 (4). pp. 347-360. DOI https://doi.org/10.1109/tciaig.2014.2345842

Samothrakis, Spyridon and Fasli, Maria (2015) Emotional Sentence Annotation Helps Predict Fiction Genre. PLoS One, 10 (11). e0141922-e0141922. DOI https://doi.org/10.1371/journal.pone.0141922

Perez, Diego and Togelius, Julian and Samothrakis, Spyridon and Rohlfshagen, Philipp and Lucas, Simon M (2014) Automated Map Generation for the Physical Traveling Salesman Problem. IEEE Transactions on Evolutionary Computation, 18 (5). pp. 708-720. DOI https://doi.org/10.1109/tevc.2013.2281508

Perez, Diego and Powley, Edward J and Whitehouse, Daniel and Rohlfshagen, Philipp and Samothrakis, Spyridon and Cowling, Peter I and Lucas, Simon M (2014) Solving the Physical Traveling Salesman Problem: Tree Search and Macro Actions. IEEE Transactions on Computational Intelligence and AI in Games, 6 (1). pp. 31-45. DOI https://doi.org/10.1109/tciaig.2013.2263884

Samothrakis, Spyridon and Lucas, Simon and Runarsson, ThomasPhilip and Robles, David (2013) Coevolving Game-Playing Agents: Measuring Performance and Intransitivities. IEEE Transactions on Evolutionary Computation, 17 (2). pp. 213-226. DOI https://doi.org/10.1109/tevc.2012.2208755

Browne, Cameron B and Powley, Edward and Whitehouse, Daniel and Lucas, Simon M and Cowling, Peter I and Rohlfshagen, Philipp and Tavener, Stephen and Perez, Diego and Samothrakis, Spyridon and Colton, Simon (2012) A Survey of Monte Carlo Tree Search Methods. IEEE Transactions on Computational Intelligence and AI in Games, 4 (1). pp. 1-43. DOI https://doi.org/10.1109/tciaig.2012.2186810

Samothrakis, Spyridon and Robles, David and Lucas, Simon (2011) Fast Approximate Max-n Monte Carlo Tree Search for Ms Pac-Man. IEEE Transactions on Computational Intelligence and AI in Games, 3 (2). pp. 142-154. DOI https://doi.org/10.1109/tciaig.2011.2144597

Monograph

Fairbank, Michael and Samothrakis, Spyridon and Citi, Luca (2021) Deep Learning in Target Space. Working Paper. arXiv. (Unpublished)

Conference or Workshop Item

Machlanski, Damian and Samothrakis, Spyridon and Clarke, Paul (2024) Robustness of Algorithms for Causal Structure Learning to Hyperparameter Choice. In: Third Conference on Causal Learning and Reasoning, 2024-04-01 - 2024-04-03, Carnesale Commons, UC Los Angeles, California, USA.

Pisheh Var, Mahrad and Fairbank, Michael and Samothrakis, Spyridon (2023) Finding Eulerian tours in mazes using amemory-augmented fixed policy function. In: Computing Conference, 2023-06-22 - 2023-06-23, London.

Quteineh, Husam and Samothrakis, Spyridon and Sutcliffe, Richard (2022) Enhancing Task-Specific Distillation in Small Data Regimes through Language Generation. In: Proceedings of the 29th International Conference on Computational Linguistics, 2022-10-12 - 2022-10-17, Gyeongju, Republic of Korea.

Samothrakis, Spyridon and Matran-Fernandez, Ana and Abdullahi, Umar and Fairbank, Michael and Fasli, Maria (2022) Grokking-like effects in counterfactual inference. In: 2022 International Joint Conference on Neural Networks (IJCNN), 2022-07-18 - 2022-07-23, Padua, Italy.

Quteineh, Husam and Samothrakis, Spyridon and Sutcliffe, Richard (2020) Textual Data Augmentation for Efficient Active Learning on Tiny Datasets. In: Empirical Methods in Natural Language Processing, 2020-11-16 - 2020-11-20, Online.

Perez-Liebana, Diego and Samothrakis, Spyridon and Togelius, Julian and Schaul, Tom and Lucas, Simon M (2016) Analyzing the robustness of general video game playing agents. In: 2016 IEEE Conference on Computational Intelligence and Games (CIG), 2016-09-20 - 2016-09-23.

Samothrakis, Spyridon and Perez-Liebana, Diego and Lucas, Simon M and Fasli, Maria (2015) Neuroevolution for General Video Game Playing. In: 2015 IEEE Conference on Computational Intelligence and Games (CIG), 2015-08-31 - 2015-09-02.

Perez, Diego and Samothrakis, Spyridon and Lucas, Simon (2014) Knowledge-based fast evolutionary MCTS for general video game playing. In: 2014 IEEE Conference on Computational Intelligence and Games (CIG), 2014-08-26 - 2014-08-29.

Samothrakis, Spyridon and Roberts, Samuel A and Perez, Diego and Lucas, Simon M (2014) Rolling horizon methods for games with continuous states and actions. In: 2014 IEEE Conference on Computational Intelligence and Games (CIG), 2014-08-26 - 2014-08-29.

Perez, Diego and Powley, Edward and Whitehouse, Daniel and Samothrakis, Spyridon and Lucas, Simon and Cowling, Peter I (2014) The 2013 Multi-objective Physical Travelling Salesman Problem Competition. In: 2014 IEEE Congress on Evolutionary Computation (CEC), 2014-07-06 - 2014-07-11.

Lucas, Simon M and Samothrakis, Spyridon and Pérez, Diego (2014) Fast Evolutionary Adaptation for Monte Carlo Tree Search. In: UNSPECIFIED, ? - ?.

Perez, Diego and Samothrakis, Spyridon and Lucas, Simon (2013) Online and offline learning in multi-objective Monte Carlo Tree Search. In: 2013 IEEE Conference on Computational Intelligence and Games (CIG), 2013-08-11 - 2013-08-13.

Ashlock, Daniel and Ashlock, Wendy and Samothrakis, Spyridon and Lucas, Simon and Lee, Colin (2012) From competition to cooperation: Co-evolution in a rewards continuum. In: 2012 IEEE Conference on Computational Intelligence and Games (CIG), 2012-09-11 - 2012-09-14.

Samothrakis, Spyridon and Lucas, Simon (2011) Approximating n-player behavioural strategy nash equilibria using coevolution. In: GECCO '11: Genetic and Evolutionary Computation Conference, ? - ?.

Samothrakis, Spyridon and Lucas, Simon M (2010) Planning using online evolutionary overfitting. In: 2010 UK Workshop on Computational Intelligence (UKCI), 2010-09-08 - 2010-09-10.

Samothrakis, Spyridon and Rob, David and Lucas, Simon M (2010) A UCT agent for Tron: Initial investigations. In: 2010 IEEE Symposium on Computational Intelligence and Games (CIG), 2010-08-18 - 2010-08-21.