Deep learning for procedural content generation

Jialin Liu, Sam Snodgrass, Ahmed Khalifa, +3

Neural Computing and Applications

Artificial IntelligenceEngineeringMachine LearningProcedural ModelingDesign +3

Illuminating Generalization in Deep Reinforcement Learning through Procedural Level Generation

Niels Justesen, Rubén Rodríguez Torrado, Philip Bontrager, +3

arXiv (Cornell University)

Procedural Content Generation through Quality Diversity

Daniele Gravina, Ahmed Khalifa, Antonios Liapis, +2

2019 IEEE Conference on Games (CoG)

Artificial IntelligenceGame AiEngineeringGame TheoryIntelligent Systems +14

General Video Game Level Generation

Ahmed Khalifa, Diego Pérez-Liébana, Simon M. Lucas, +1

Artificial IntelligenceGame AiEngineeringVernacular Game-makingLevel Generators +13

Talakat

Ahmed Khalifa, Scott Lee, Andy Nealen, +1

Proceedings of the Genetic and Evolutionary Computation Conference

Artificial IntelligenceGame AiEngineeringGame TheoryComputational Game Theory +14

General Video Game AI: A Multitrack Framework for Evaluating Agents, Games, and Content Generation Algorithms

Diego Pérez-Liébana, Jialin Liu, Ahmed Khalifa, +3

IEEE Transactions on Games

Artificial IntelligenceGame AiVideo Game DevelopmentEngineeringGvgai Framework +15

Matching Games and Algorithms for General Video Game Playing

Philip Bontrager, Ahmed Khalifa, André Sales Mendes, +1

Proceedings of the AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment

Artificial IntelligenceGame AiGame DesignEngineeringVideo Game +11

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

Arthur Juliani, Ahmed Khalifa, Vincent-Pierre Berges, +6

Artificial IntelligenceGame AiEngineeringMachine LearningNew Benchmark +17

General video game rule generation

Ahmed Khalifa, Michael Cerny Green, Diego Pérez-Liébana, +1

Artificial IntelligenceGame AiEngineeringGame TheoryIntelligent Systems +16

Modifying MCTS for human-like general video game playing

Ahmed Khalifa, Aaron Isaksen, Julian Togelius, +1

OAR@UM (University of Malta)