Togelius, Julian

Search-Based Procedural Content Generation: A Taxonomy and Survey

Togelius, J., Yannakakis, G. N., Stanley, K. O., & Browne, C. (2011) · IEEE Transactions on Computational Intelligence and AI in Games

Artificial Intelligence in GamesEvolutionary Algorithms and Applications

Cited by 706

Procedural Content Generation in Games

Shaker, N., Togelius, J., & Nelson, M. J. (2016) · Computational Synthesis and Creative Systems

Artificial Intelligence in GamesComputer Graphics and Visualization Techniques

Cited by 519

Artificial Intelligence and Games

Yannakakis, G. N., & Togelius, J. (2018) · Springer eBooks

Artificial Intelligence in GamesArtificial Intelligence Applications

Cited by 511

PCGRL: Procedural Content Generation via Reinforcement Learning

Khalifa, A., Bontrager, P., Earle, S., & Togelius, J. (2020) · Proceedings of the AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment

Artificial Intelligence in GamesReinforcement Learning in Robotics

Cited by 156

Large Language Models and Games: A Survey and Roadmap

Gallotta, R., Todd, G., Zammit, M., Earle, S., Liapis, A., Togelius, J., & Yannakakis, G. N. (2024) · IEEE Transactions on Games

Artificial Intelligence in GamesTopic Modeling

Cited by 137

Automated Playtesting With Procedural Personas Through MCTS With Evolved Heuristics

Holmgard, C., Green, M. C., Liapis, A., & Togelius, J. (2019) · IEEE Transactions on Games

Artificial Intelligence in GamesDigital Games and Media

Cited by 125

Obstacle Tower: A Generalization Challenge in Vision, Control, and Planning

Juliani, A., Khalifa, A., Berges, V.-P., Harper, J., Teng, E., Henry, H., Crespi, A., Togelius, J., & Lange, D. (2019) · Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence

Reinforcement Learning in RoboticsArtificial Intelligence in Games

Cited by 93

Deep Interactive Evolution

Bontrager, P., Lin, W., Togelius, J., & Risi, S. (2018) · Lecture Notes in Computer Science

Evolutionary Algorithms and ApplicationsGenerative Adversarial Networks and Image Synthesis

Cited by 71

LLMatic: Neural Architecture Search Via Large Language Models And Quality Diversity Optimization

Nasir, M. U., Earle, S., Togelius, J., James, S., & Cleghorn, C. (2024) · Proceedings of the Genetic and Evolutionary Computation Conference

Evolutionary Algorithms and ApplicationsAdvanced Neural Network Applications

Cited by 52

Procedural Personas as Critics for Dungeon Generation

Liapis, A., Holmgård, C., Yannakakis, G. N., & Togelius, J. (2015) · Lecture Notes in Computer Science

Artificial Intelligence in GamesEvolutionary Algorithms and Applications

Cited by 50

Controllable procedural map generation via multiobjective evolution

Togelius, J., Preuss, M., Beume, N., Wessing, S., Hagelbäck, J., Yannakakis, G. N., & Grappiolo, C. (2013) · Genetic Programming and Evolvable Machines

Artificial Intelligence in GamesEvolutionary Algorithms and Applications

Cited by 48

Detecting predatory behavior in game chats

Cheong, Y.-G., Jensen, A. K., Gudnadottir, E. R., Bae, B.-C., & Togelius, J. (2015) · IEEE Transactions on Computational Intelligence and AI in Games

Hate Speech and Cyberbullying DetectionSpam and Phishing Detection

Cited by 30

Automated Playtesting of Matching Tile Games

Mugrai, L., Silva, F., Holmgard, C., & Togelius, J. (2019) · 2019 IEEE Conference on Games (CoG)

Artificial Intelligence in GamesEvolutionary Algorithms and Applications

Cited by 28

Missed Connections: Lateral Thinking Puzzles for Large Language Models

Todd, G., Merino, T., Earle, S., & Togelius, J. (2024) · 2024 IEEE Conference on Games (CoG)

Topic ModelingNatural Language Processing Techniques

Cited by 6