allpapers.bib

@article{browne2012survey,
  title = {A survey of monte carlo tree search methods},
  author = {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},
  journal = {IEEE Transactions on Computational Intelligence and AI in games},
  volume = {4},
  number = {1},
  pages = {1--43},
  year = {2012},
  publisher = {IEEE}
}
@article{samothrakis2011fast,
  title = {Fast approximate max-n monte carlo tree search for ms pac-man},
  author = {Samothrakis, Spyridon and Robles, David and Lucas, Simon},
  journal = {IEEE Transactions on Computational Intelligence and AI in Games},
  volume = {3},
  number = {2},
  pages = {142--154},
  year = {2011},
  publisher = {IEEE}
}
@inproceedings{samothrakis2010uct,
  title = {A UCT agent for Tron: Initial investigations},
  author = {Samothrakis, Spyridon and Robles, David and Lucas, Simon M},
  booktitle = {Proceedings of the 2010 IEEE Conference on Computational Intelligence and Games},
  pages = {365--371},
  year = {2010},
  organization = {IEEE}
}
@article{samothrakis2012coevolving,
  title = {Coevolving game-playing agents: Measuring performance and intransitivities},
  author = {Samothrakis, Spyridon and Lucas, Simon and Runarsson, ThomasPhilip and Robles, David},
  journal = {IEEE Transactions on Evolutionary Computation},
  volume = {17},
  number = {2},
  pages = {213--226},
  year = {2012},
  publisher = {IEEE}
}
@article{friston2012active,
  title = {Active inference and agency: optimal control without cost functions},
  author = {Friston, Karl and Samothrakis, Spyridon and Montague, Read},
  journal = {Biological cybernetics},
  volume = {106},
  number = {8},
  pages = {523--541},
  year = {2012},
  publisher = {Springer-Verlag}
}
@article{perez2013solving,
  title = {Solving the physical traveling salesman problem: Tree search and macro actions},
  author = {Perez, Diego and Powley, Edward J and Whitehouse, Daniel and Rohlfshagen, Philipp and Samothrakis, Spyridon and Cowling, Peter I and Lucas, Simon M},
  journal = {IEEE Transactions on Computational Intelligence and AI in Games},
  volume = {6},
  number = {1},
  pages = {31--45},
  year = {2013},
  publisher = {IEEE}
}
@inproceedings{ashlock2012competition,
  title = {From competition to cooperation: Co-evolution in a rewards continuum},
  author = {Ashlock, Daniel and Ashlock, Wendy and Samothrakis, Spyridon and Lucas, Simon and Lee, Colin},
  booktitle = {2012 IEEE Conference on Computational Intelligence and Games (CIG)},
  pages = {33--40},
  year = {2012},
  organization = {IEEE}
}
@inproceedings{perez2013rolling,
  title = {Rolling horizon evolution versus tree search for navigation in single-player real-time games},
  author = {Perez, Diego and Samothrakis, Spyridon and Lucas, Simon and Rohlfshagen, Philipp},
  booktitle = {Proceedings of the 15th annual conference on Genetic and evolutionary computation},
  pages = {351--358},
  year = {2013}
}
@inproceedings{perez2013online,
  title = {Online and offline learning in multi-objective Monte Carlo Tree Search},
  author = {Perez, Diego and Samothrakis, Spyridon and Lucas, Simon},
  booktitle = {2013 IEEE Conference on Computational Inteligence in Games (CIG)},
  pages = {1--8},
  year = {2013},
  organization = {IEEE}
}
@inproceedings{samothrakis2011approximating,
  title = {Approximating n-player behavioural strategy nash equilibria using coevolution},
  author = {Samothrakis, Spyridon and Lucas, Simon},
  booktitle = {Proceedings of the 13th annual conference on Genetic and evolutionary computation},
  pages = {1107--1114},
  year = {2011}
}
@inproceedings{samothrakis2010planning,
  title = {Planning using online evolutionary overfitting},
  author = {Samothrakis, Spyridon and Lucas, Simon M},
  booktitle = {2010 UK Workshop on Computational Intelligence (UKCI)},
  pages = {1--6},
  year = {2010},
  organization = {IEEE}
}
@inproceedings{lucas2014fast,
  title = {Fast evolutionary adaptation for monte carlo tree search},
  author = {Lucas, Simon M and Samothrakis, Spyridon and Perez, Diego},
  booktitle = {European Conference on the Applications of Evolutionary Computation},
  pages = {349--360},
  year = {2014},
  organization = {Springer, Berlin, Heidelberg}
}
@article{perez2013automated,
  title = {Automated map generation for the physical traveling salesman problem},
  author = {Perez, Diego and Togelius, Julian and Samothrakis, Spyridon and Rohlfshagen, Philipp and Lucas, Simon M},
  journal = {IEEE Transactions on Evolutionary Computation},
  volume = {18},
  number = {5},
  pages = {708--720},
  year = {2013},
  publisher = {IEEE}
}
@inproceedings{perez20142013,
  title = {The 2013 Multi-Objective Physical Travelling Salesman Problem Competition},
  author = {Perez, Diego and Powley, Edward and Whitehouse, Daniel and Samothrakis, Spyridon and Lucas, Simon and Cowling, Peter I},
  booktitle = {2014 IEEE Congress on Evolutionary Computation (CEC)},
  pages = {2314--2321},
  year = {2014},
  organization = {IEEE}
}
@phdthesis{samothrakis2014methods,
  title = {Methods for tackling games of strict competition},
  author = {Samothrakis, Spyridon},
  year = {2014},
  school = {University of Essex}
}
@article{samothrakis2014predicting,
  title = {Predicting dominance rankings for score-based games},
  author = {Samothrakis, Spyridon and Perez, Diego and Lucas, Simon M and Rohlfshagen, Philipp},
  journal = {IEEE Transactions on Computational Intelligence and AI in Games},
  volume = {8},
  number = {1},
  pages = {1--12},
  year = {2014},
  publisher = {IEEE}
}
@inproceedings{perez2014knowledge,
  title = {Knowledge-based fast evolutionary MCTS for general video game playing},
  author = {Perez, Diego and Samothrakis, Spyridon and Lucas, Simon},
  booktitle = {2014 IEEE Conference on Computational Intelligence and Games},
  pages = {1--8},
  year = {2014},
  organization = {IEEE}
}
@article{perez2014multiobjective,
  title = {Multiobjective monte carlo tree search for real-time games},
  author = {Perez, Diego and Mostaghim, Sanaz and Samothrakis, Spyridon and Lucas, Simon M},
  journal = {IEEE Transactions on Computational Intelligence and AI in Games},
  volume = {7},
  number = {4},
  pages = {347--360},
  year = {2014},
  publisher = {IEEE}
}
@inproceedings{samothrakis2014rolling,
  title = {Rolling horizon methods for games with continuous states and actions},
  author = {Samothrakis, Spyridon and Roberts, Samuel A and Perez, Diego and Lucas, Simon M},
  booktitle = {2014 IEEE Conference on Computational Intelligence and Games},
  pages = {1--8},
  year = {2014},
  organization = {IEEE}
}
@article{perez20152014,
  title = {The 2014 general video game playing competition},
  author = {Perez-Liebana, Diego and Samothrakis, Spyridon and Togelius, Julian and Schaul, Tom and Lucas, Simon M and Cou{\"e}toux, Adrien and Lee, Jerry and Lim, Chong-U and Thompson, Tommy},
  journal = {IEEE Transactions on Computational Intelligence and AI in Games},
  volume = {8},
  number = {3},
  pages = {229--243},
  year = {2015},
  publisher = {IEEE}
}
@inproceedings{samothrakis2015neuroevolution,
  title = {Neuroevolution for general video game playing},
  author = {Samothrakis, Spyridon and Perez-Liebana, Diego and Lucas, Simon M and Fasli, Maria},
  booktitle = {2015 IEEE Conference on Computational Intelligence and Games (CIG)},
  pages = {200--207},
  year = {2015},
  organization = {IEEE}
}
@article{samothrakis2015emotional,
  title = {Emotional sentence annotation helps predict fiction genre},
  author = {Samothrakis, Spyridon and Fasli, Maria},
  journal = {PloS one},
  volume = {10},
  number = {11},
  pages = {e0141922},
  year = {2015},
  publisher = {Public Library of Science}
}
@inproceedings{perez2016general,
  title = {General video game ai: Competition, challenges and opportunities},
  author = {Perez-Liebana, Diego and Samothrakis, Spyridon and Togelius, Julian and Schaul, Tom and Lucas, Simon},
  booktitle = {Proceedings of the AAAI Conference on Artificial Intelligence},
  volume = {30},
  number = {1},
  year = {2016}
}
@inproceedings{samothrakis2016match,
  title = {Match memory recurrent networks},
  author = {Samothrakis, Spyridon and Vodopivec, Tom and Fasli, Maria and Fairbank, Michael},
  booktitle = {2016 International Joint Conference on Neural Networks (IJCNN)},
  pages = {1339--1346},
  year = {2016},
  organization = {IEEE}
}
@article{samothrakis2017default,
  title = {Default policies for global optimisation of noisy functions with severe noise},
  author = {Samothrakis, Spyridon and Fasli, Maria and Perez, Diego and Lucas, Simon},
  journal = {Journal of Global Optimization},
  volume = {67},
  number = {4},
  pages = {893--907},
  year = {2017},
  publisher = {Springer US}
}
@inproceedings{perez2016analyzing,
  title = {Analyzing the robustness of general video game playing agents},
  author = {P{\'e}rez-Li{\'e}bana, Diego and Samothrakis, Spyridon and Togelius, Julian and Schaul, Tom and Lucas, Simon M},
  booktitle = {2016 IEEE Conference on Computational Intelligence and Games (CIG)},
  pages = {1--8},
  year = {2016},
  organization = {IEEE}
}
@misc{perez2014gvg,
  title = {Gvg-ai competition},
  author = {Perez, D and Samothrakis, S and Togelius, J and Schaul, T and Lucas, S},
  year = {2014}
}
@incollection{samothrakis2019training,
  title = {Training gradient boosting machines using curve-fitting and information-theoretic features for causal direction detection},
  author = {Samothrakis, Spyridon and Perez, Diego and Lucas, Simon},
  booktitle = {Cause Effect Pairs in Machine Learning},
  pages = {331--338},
  year = {2019},
  publisher = {Springer, Cham}
}
@inproceedings{samothrakis2017convolutional,
  title = {Convolutional-match networks for question answering},
  author = {Samothrakis, Spyridon and Vodopivec, Tom and Fairbank, Michael and Fasli, Maria},
  year = {2017},
  organization = {International Joint Conferences on Artificial Intelligence}
}
@article{vodopivec2017monte,
  title = {On Monte Carlo tree search and reinforcement learning},
  author = {Vodopivec, Tom and Samothrakis, Spyridon and Ster, Branko},
  journal = {Journal of Artificial Intelligence Research},
  volume = {60},
  pages = {881--936},
  year = {2017}
}
@inproceedings{alshahrani2017word,
  title = {Word mover's distance for affect detection},
  author = {Alshahrani, Mohammed and Samothrakis, Spyridon and Fasli, Maria},
  booktitle = {2017 International Conference on the Frontiers and Advances in Data Science (FADS)},
  pages = {18--23},
  year = {2017},
  organization = {IEEE}
}
@article{samothrakis2018artificial,
  title = {artificial intelligence and labour},
  author = {Samothrakis, Spyridon},
  journal = {arXiv preprint arXiv:1803.06563},
  year = {2018}
}
@article{samothrakis2018kathryn,
  title = {Kathryn E. Merrick: Computational models of motivation for game-playing agents},
  author = {Samothrakis, Spyridon},
  journal = {Genetic Programming and Evolvable Machines},
  volume = {19},
  number = {4},
  pages = {567--568},
  year = {2018},
  publisher = {Springer US}
}
@inproceedings{alshahrani2019identifying,
  title = {Identifying idealised vectors for emotion detection using CMA-ES},
  author = {Alshahrani, Mohammed and Samothrakis, Spyridon and Fasli, Maria},
  booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion},
  pages = {157--158},
  year = {2019}
}
@article{dwivedi2019artificial,
  title = {Artificial Intelligence (AI): Multidisciplinary perspectives on emerging challenges, opportunities, and agenda for research, practice and policy},
  author = {Dwivedi, Yogesh K and Hughes, Laurie and Ismagilova, Elvira and Aarts, Gert and Coombs, Crispin and Crick, Tom and Duan, Yanqing and Dwivedi, Rohita and Edwards, John and Eirug, Aled and others},
  journal = {International Journal of Information Management},
  pages = {101994},
  year = {2019},
  publisher = {Pergamon}
}
@inproceedings{raza2019bagging,
  title = {Bagging adversarial neural networks for domain adaptation in non-stationary eeg},
  author = {Raza, Haider and Samothrakis, Spyridon},
  booktitle = {2019 International Joint Conference on Neural Networks (IJCNN)},
  pages = {1--7},
  year = {2019},
  organization = {IEEE}
}
@inproceedings{hernandez2019generalized,
  title = {A generalized framework for self-play training},
  author = {Hernandez, Daniel and Denamgana{\"\i}, Kevin and Gao, Yuan and York, Peter and Devlin, Sam and Samothrakis, Spyridon and Walker, James Alfred},
  booktitle = {2019 IEEE Conference on Games (CoG)},
  pages = {1--8},
  year = {2019},
  organization = {IEEE}
}
@inproceedings{salge2020applications,
  title = {Applications of Artificial Intelligence in Live Action Role-Playing Games (LARP)},
  author = {Salge, Christoph and Short, Emily and Preuss, Mike and Samothrakis, Spyridon and Spronck, Pieter},
  booktitle = {2020 IEEE Conference on Games (CoG)},
  pages = {612--619},
  year = {2020},
  organization = {IEEE}
}
@inproceedings{thue2018backstory,
  title = {Backstory Generation},
  author = {Thue, David and Eladhari, Mirjam Palosaari and McCoy, Joshua Allen and Preu{\ss}, Mike and Samothrakis, Spyridon and Short, Emily and Sullivan, Anne and Treanor, Michael and Young, R Michael},
  booktitle = {Dagstuhl Reports},
  volume = {7},
  number = {11},
  pages = {118--119},
  year = {2018},
  organization = {Schloss Dagstuhl Leibniz-Zentrum f{\"u}r Informatik GmbH}
}
@article{samothrakis2020open,
  title = {Open Loop In Natura Economic Planning},
  author = {Samothrakis, Spyridon},
  journal = {arXiv preprint arXiv:2005.01539},
  year = {2020}
}
@article{fairbank2020deep,
  title = {Deep Learning in Target Space},
  author = {Fairbank, Michael and Samothrakis, Spyridon},
  journal = {arXiv preprint arXiv:2006.01578},
  year = {2020}
}
@article{hernandez2020comparison,
  title = {A Comparison of Self-Play Algorithms Under a Generalized Framework},
  author = {Hernandez, Daniel and Denamganai, Kevin and Devlin, Sam and Samothrakis, Spyridon and Walker, James Alfred},
  journal = {arXiv preprint arXiv:2006.04471},
  year = {2020}
}
@inproceedings{quteineh2020textual,
  title = {Textual Data Augmentation for Efficient Active Learning on Tiny Datasets.},
  author = {Quteineh, Husam and Samothrakis, Spyridon and Sutcliffe, Richard},
  year = {2020},
  organization = {Association for Computational Linguistics}
}
@inproceedings{rajalingam2019neuroevolution,
  title = {Neuroevolution Strategies for Word Embedding Adaptation in Text Adventure Games},
  author = {Rajalingam, Vivan Raaj and Samothrakis, Spyridon},
  booktitle = {2019 IEEE Conference on Games (CoG)},
  pages = {1--8},
  year = {2019},
  organization = {IEEE}
}

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