| A survey of monte carlo tree search methods CB Browne, E Powley, D Whitehouse, SM Lucas, PI Cowling, ... IEEE Transactions on Computational Intelligence and AI in games 4 (1), 1-43, 2012 | 3897 | 2012 |
| The 2014 General Video Game Playing Competition D Perez, S Samothrakis, J Togelius, T Schaul, S Lucas, A Couetoux, ... IEEE Transactions on Computational Intelligence and AI in Games, 2015 | 274 | 2015 |
| General video game ai: Competition, challenges and opportunities D Perez-Liebana, S Samothrakis, J Togelius, T Schaul, S Lucas Proceedings of the AAAI Conference on Artificial Intelligence 30 (1), 2016 | 235 | 2016 |
| General video game ai: A multitrack framework for evaluating agents, games, and content generation algorithms D Perez-Liebana, J Liu, A Khalifa, RD Gaina, J Togelius, SM Lucas IEEE Transactions on Games 11 (3), 195-214, 2019 | 223 | 2019 |
| Deep reinforcement learning for general video game ai RR Torrado, P Bontrager, J Togelius, J Liu, D Perez-Liebana 2018 IEEE Conference on Computational Intelligence and Games (CIG), 1-8, 2018 | 174 | 2018 |
| General video game level generation A Khalifa, D Perez-Liebana, SM Lucas, J Togelius Proceedings of the Genetic and Evolutionary Computation Conference 2016, 253-259, 2016 | 134 | 2016 |
| The 2009 simulated car racing championship D Loiacono, PL Lanzi, J Togelius, E Onieva, DA Pelta, MV Butz, ... IEEE Transactions on Computational Intelligence and AI in Games 2 (2), 131-147, 2010 | 129 | 2010 |
| Evolving behaviour trees for the mario ai competition using grammatical evolution D Perez, M Nicolau, M O’Neill, A Brabazon European Conference on the Applications of Evolutionary Computation, 123-132, 2011 | 121 | 2011 |
| Rolling horizon evolution versus tree search for navigation in single-player real-time games D Perez, S Samothrakis, S Lucas, P Rohlfshagen Proceedings of the 15th annual conference on Genetic and evolutionary …, 2013 | 115 | 2013 |
| Knowledge-based fast evolutionary MCTS for general video game playing D Perez, S Samothrakis, S Lucas 2014 IEEE Conference on Computational Intelligence and Games, 1-8, 2014 | 101 | 2014 |
| The wcci 2008 simulated car racing competition D Loiacono, J Togelius, PL Lanzi, L Kinnaird-Heether, SM Lucas, ... 2008 IEEE Symposium On Computational Intelligence and Games, 119-126, 2008 | 95 | 2008 |
| Open loop search for general video game playing D Perez Liebana, J Dieskau, M Hunermund, S Mostaghim, S Lucas Proceedings of the 2015 Annual Conference on Genetic and Evolutionary …, 2015 | 91 | 2015 |
| Evolutionary behavior tree approaches for navigating platform games M Nicolau, D Perez-Liebana, M O’Neill, A Brabazon IEEE Transactions on Computational Intelligence and AI in Games 9 (3), 227-238, 2016 | 79 | 2016 |
| The minerl competition on sample efficient reinforcement learning using human priors WH Guss, C Codel, K Hofmann, B Houghton, N Kuno, S Milani, ... arXiv preprint arXiv:1904.10079 2, 2019 | 76 | 2019 |
| General video game rule generation A Khalifa, MC Green, D Perez-Liebana, J Togelius 2017 IEEE Conference on Computational Intelligence and Games (CIG), 170-177, 2017 | 75 | 2017 |
| Solving the physical traveling salesman problem: Tree search and macro actions D Perez, EJ Powley, D Whitehouse, P Rohlfshagen, S Samothrakis, ... IEEE Transactions on Computational Intelligence and AI in Games 6 (1), 31-45, 2013 | 68 | 2013 |
| Evaluating and modelling hanabi-playing agents J Walton-Rivers, PR Williams, R Bartle, D Perez-Liebana, SM Lucas 2017 IEEE congress on evolutionary computation (CEC), 1382-1389, 2017 | 63 | 2017 |
| Analysis of vanilla rolling horizon evolution parameters in general video game playing RD Gaina, J Liu, SM Lucas, D Pérez-Liébana Applications of Evolutionary Computation: 20th European Conference …, 2017 | 63 | 2017 |
| Rolling horizon evolution enhancements in general video game playing RD Gaina, SM Lucas, D Perez-Liebana 2017 IEEE Conference on Computational Intelligence and Games (CIG), 88-95, 2017 | 60 | 2017 |
| Pac-Man Conquers Academia: Two Decades of Research Using a Classic Arcade Game P Rohlfshagen, J Liu, D Perez-Liebana, SM Lucas IEEE Transactions on Games 10 (3), 233-256, 2017 | 58 | 2017 |
Simon LucasProfessor of Artificial Intelligence, Queen Mary University of LondonVerified email at qmul.ac.uk
