A Novel CNet-assisted Evolutionary Level Repairer and Its Applications to Super Mario Bros. - Tianye Shu; Ziqi Wang 005; Jialin Liu 001; Xin Yao 001 (CEC, 2020)

Robust Reinforcement Learning for General Video Game Playing. - Chengpeng Hu; Ziqi Wang 005; Tianye Shu; Yang Tao; Hao Tong; Julian Togelius; Xin Yao 001; Jialin Liu 001 (CoRR, 2020)

Keiki: Towards Realistic Danmaku Generation via Sequential GANs. - Ziqi Wang 005; Jialin Liu 001; Georgios N. Yannakakis (CoG, 2021)

Online Game Level Generation from Music. - Ziqi Wang 005; Jialin Liu 001 (CoG, 2022)

The Fun Facets of Mario: Multifaceted Experience-Driven PCG via Reinforcement Learning. - Ziqi Wang 005; Jialin Liu 001; Georgios N. Yannakakis (FDG, 2022)

Game-based Platforms for Artificial Intelligence Research. - Chengpeng Hu; Yunlong Zhao 005; Ziqi Wang 005; Haocheng Du; Jialin Liu 001 (CoRR, 2023)

Reinforcement Learning With Dual-Observation for General Video Game Playing. - Chengpeng Hu; Ziqi Wang 005; Tianye Shu; Hao Tong; Julian Togelius; Xin Yao 001; Jialin Liu 001 (IEEE Trans. Games, 2023)

Negatively Correlated Ensemble Reinforcement Learning for Online Diverse Game Level Generation. - Ziqi Wang 005; Chengpeng Hu; Jialin Liu 001; Xin Yao 001 (ICLR, 2024)

Measuring Diversity of Game Scenarios. - Yuchen Li; Ziqi Wang 005; Qingquan Zhang; Jialin Liu 001 (CoRR, 2024)

FairerML: An Extensible Platform for Analysing, Visualising, and Mitigating Biases in Machine Learning [Application Notes]. - Bo Yuan 006; Shenhao Gui; Qingquan Zhang; Ziqi Wang 005; Junyi Wen; Bifei Mao; Jialin Liu 001; Xin Yao 001 (IEEE Comput. Intell. Mag., 2024)

State-Space Closure: Revisiting Endless Online Level Generation via Reinforcement Learning. - Ziqi Wang 005; Tianye Shu; Jialin Liu 001 (IEEE Trans. Games, 2024)

Games for Artificial Intelligence Research: A Review and Perspectives. - Chengpeng Hu; Yunlong Zhao 005; Ziqi Wang 005; Haocheng Du; Jialin Liu 001 (IEEE Trans. Artif. Intell., 2024)

Fun as Moderate Divergence: Evaluating Experience-Driven PCG via RL. - Ziqi Wang 005; Yuchen Li; Haocheng Du; Jialin Liu 001; Georgios N. Yannakakis (IEEE Trans. Games, 2025)