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)

Bi-Objective Splitting Delivery VRP with Loading Constraints and Restricted Access. - Jiyuan Pei; Chengpeng Hu; Jialin Liu 001; Yi Mei 001; Xin Yao 001 (SSCI, 2021)

Simpler is Sometimes Better: A Dynamic Aero-Engine Calibration Study. - Hao Tong; Qingquan Zhang; Chengpeng Hu; Xudong Feng; Feng Wu; Jialin Liu 001 (ICSI (2), 2022)

Generating Redstone Style Cities in Minecraft. - Shuo Huang 002; Chengpeng Hu; Julian Togelius; Jialin Liu 001 (CoG, 2023)

Evolving Constrained Reinforcement Learning Policy. - Chengpeng Hu; Jiyuan Pei; Jialin Liu 001; Xin Yao 001 (IJCNN, 2023)

Constrained Reinforcement Learning for Dynamic Material Handling. - Chengpeng Hu; Ziming Wang; Jialin Liu 001; Junyi Wen; Bifei Mao; Xin Yao 001 (IJCNN, 2023)

The Effects of Anodal Oscillatory Transcranial Direct Current Stimulation on Top-Down Cortico-Muscular Control: A Pilot Study. - Kai Yuan; Chun Hang Eden Ti; Chengpeng Hu; Raymond Kai-Yu Tong (NER, 2023)

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

Pre-trained Universal Medical Image Transformer. - Lingxiao Luo; Xuanzhong Chen; Bingda Tang; Xinsheng Chen; Chengpeng Hu; Yujiang Li; Rong Han; Ting Chen 006 (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)

3D Building Generation in Minecraft via Large Language Models. - Shiying Hu; Zengrong Huang; Chengpeng Hu; Jialin Liu 001 (CoG, 2024)

Game Generation via Large Language Models. - Chengpeng Hu; Yunlong Zhao 005; Jialin Liu 001 (CoG, 2024)

Evolutionary Reinforcement Learning via Cooperative Coevolution. - Chengpeng Hu; Jialin Liu 001; Xin Yao 001 (ECAI, 2024)

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

An Investigation of Underground Rescue Scheduling with Multi-agent Reinforcement Learning. - Xuge Li; Yueyun Zhong; Chengpeng Hu (ICSI (1), 2024)

Generating Games via LLMs: An Investigation with Video Game Description Language. - Chengpeng Hu; Yunlong Zhao 005; Jialin Liu 001 (CoRR, 2024)

Playing With Monte-Carlo Tree Search [AI-eXplained]. - Yunlong Zhao 005; Chengpeng Hu; Jialin Liu 001 (IEEE Comput. Intell. Mag., 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)

Elevating GPR Imaging With DDPM: A Comprehensive Study on Synthetic Data Generation. - Gaoxiang Chen; Chengpeng Hu; Liya Hou; Shuangcheng Ge; Yan Zhang; Chaofan Wang; Li-Yun Fu; Yonghui Zhao (IEEE Trans. Geosci. Remote. Sens., 2025)

Robust Dynamic Material Handling via Adaptive Constrained Evolutionary Reinforcement Learning. - Chengpeng Hu; Ziming Wang; Bo Yuan 006; Jialin Liu 001; Chengqi Zhang; Xin Yao 001 (CoRR, 2025)