Mahjong AI Competition: Exploring AI Application in Complex Real-World Games
Mahjong AI Competition: Exploring AI Application in Complex Real-World Games
Yunlong Lu, Wenxin Li
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence
Demo Track. Pages 8733-8736.
https://doi.org/10.24963/ijcai.2024/1020
This paper presents three Mahjong AI competitions we held at IJCAI. We briefly introduce the rule of Mahjong and its challenges to AI algorithms. By showing the results and the application of various algorithms in the competitions, we claim that existing algorithms show promising results in Mahjong, while open problems remain and more efforts are needed towards solving this complex game.
Keywords:
Multidisciplinary Topics and Applications: MDA: Game playing
Machine Learning: ML: Applications
Machine Learning: ML: Deep reinforcement learning
Search: S: Game playing
Search: S: Heuristic search
Multidisciplinary Topics and Applications: MDA: Computer games
Agent-based and Multi-agent Systems: MAS: Applications
Agent-based and Multi-agent Systems: MAS: Multi-agent learning