| General Video Game AI: a Multi-Track 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 | 64 | 2019 |
| Evolving Mario Levels in the Latent Space of a Deep Convolutional Generative Adversarial Network V Volz, J Schrum, J Liu, SM Lucas, A Smith, S Risi Proceedings of the Companion Publication of the 2018 Annual Conference on …, 2018 | 61 | 2018 |
| 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 | 38 | 2017 |
| 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), 2018 | 35 | 2018 |
| The N-Tuple Bandit Evolutionary Algorithm for Automatic Game Improvement K Kunanusont, RD Gaina, J Liu, D Perez-Liebana, SM Lucas 2017 IEEE Congress on Evolutionary Computation (CEC), 2017 | 35 | 2017 |
| The n-tuple bandit evolutionary algorithm for game agent optimisation SM Lucas, J Liu, D Perez-Liebana 2018 IEEE Congress on Evolutionary Computation (CEC), 1-9, 2018 | 27 | 2018 |
| Algorithm portfolios for noisy optimization: Compare solvers early ML Cauwet, J Liu, O Teytaud International Conference on Learning and Intelligent Optimization (LION), 1-15, 2014 | 27 | 2014 |
| The 2016 Two-Player GVGAI Competition D Gaina, Raluca D. and Couetoux, Adrien and Soemers, Dennis J.N.J. and ... IEEE Transactions on Computational Intelligence and AI in Games (TCIAIG), 2017 | 26* | 2017 |
| Algorithm portfolios for noisy optimization ML Cauwet, J Liu, B Rozière, O Teytaud Annals of Mathematics and Artificial Intelligence (AMAI) 76 (1-2), 143-172, 2016 | 25 | 2016 |
| Evolving Game Skill-Depth using General Video Game AI Agents J Liu, J Togelius, D Perez-Liebana, SM Lucas 2017 IEEE Congress on Evolutionary Computation (CEC), 2017 | 22 | 2017 |
| PSO-based fuzzy markup language for student learning performance evaluation and educational application CS Lee, MH Wang, CS Wang, O Teytaud, J Liu, SW Lin, PH Hung IEEE Transactions on Fuzzy Systems (TFS) 26 (5), 2618 - 2633, 2018 | 21 | 2018 |
| Self-Adaptive MCTS for General Video Game Playing CF Sironi, J Liu, D Perez-Liebana, RD Gaina, I Bravi, SM Lucas, ... Applications of Evolutionary Computation: 21st European Conference …, 2018 | 16 | 2018 |
| Rolling Horizon Coevolutionary Planning for Two-Player Video Games J Liu, D Pérez-Liébana, SM Lucas 2016 8th Computer Science and Electronic Engineering (CEEC), 174-179, 2016 | 14 | 2016 |
| A mathematically derived number of resamplings for noisy optimization J Liu, DL Saint-Pierre, O Teytaud Companion-Genetic and Evolutionary Computation Conference (GECCO), 61-62, 2014 | 14 | 2014 |
| Bandit-based random mutation hill-climbing J Liu, D Pérez-Liébana, SM Lucas 2017 IEEE Congress on Evolutionary Computation (CEC), 2145-2151, 2017 | 13 | 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 Computational Intelligence and AI in Games (TCIAIG), 2017 | 13 | 2017 |
| Simple and cumulative regret for continuous noisy optimization S Astete-Morales, ML Cauwet, J Liu, O Teytaud Theoretical Computer Science (TCS) 617, 12-27, 2016 | 13 | 2016 |
| Efficient Evolutionary Methods for Game Agent Optimisation: Model-Based is Best SM Lucas, J Liu, I Bravi, RD Gaina, J Woodward, V Volz, D Perez-Liebana AAAI-19 Workshop: Games and Simulations for Artificial Intelligence, 2019 | 12 | 2019 |
| Log-log convergence for noisy optimization S Astete-Morales, J Liu, O Teytaud International Conference on Artificial Evolution (Evolution Artificielle), 16-28, 2013 | 12 | 2013 |
| Differential evolution algorithm applied to non-stationary bandit problem DL St-Pierre, J Liu 2014 IEEE Congress on Evolutionary Computation (CEC), 2397-2403, 2014 | 10 | 2014 |
Simon LucasProfessor of Artificial Intelligence, Queen Mary University of LondonVerified email at qmul.ac.uk
