Publications

^* equal contribution.

7. Shuo Huang, Chengpeng Hu, Julian Togelius, Jialin Liu. "Generating redstone style cities in Minecraft", IEEE Conference on Games (CoG), 2023. (accepted) [pdf]

6. Yunlong Zhao^*, Chengpeng Hu^*, Jialin Liu. "Playing with Monte-carlo tree search", IEEE Computational Intelligence Magazine, 2023.

5. Chengpeng Hu, Yunlong Zhao, Ziqi Wang, Haocheng Du, Jialin Liu. "Game-based platforms for artificial intelligence research", IEEE Transactions on Artificial Intelligence, 2023 (under review) [pdf]

4. Chengpeng Hu, Ziming Wang, Jialin Liu, Junyi Wen, Bifei Mao, Xin Yao. "Constrained reinforcement learning for dynamic material handling", in 2023 International Joint Conference on Neural Networks (IJCNN), 2023, pp. 1-9, doi: 10.1109/IJCNN54540.2023.10191999. [pdf]

3. Chengpeng Hu, Jiyuan Pei, Jialin Liu, Xin Yao. "Evolving constrained reinforcement learning policy", in 2023 International Joint Conference on Neural Networks (IJCNN), 2023, pp. 1-8, doi: 10.1109/IJCNN54540.2023.10191982. [pdf]

2. Chengpeng Hu, Ziqi Wang, Tianye Shu, Hao Tong, Julian Togelius, Xin Yao, Jialin Liu. "Reinforcement learning with dual-Observation for general video game playing". IEEE Transactions on Games, vol. 15, no. 2, pp. 202-216, 2023. [pdf]

1. Jiyuan Pei, Chengpeng Hu, Jialin Liu, Yi Mei and Xin Yao. "Bi-objective splitting delivery VRP with loading constraints and restricted access", in 2021 IEEE Symposium Series on Computational Intelligence (SSCI), 2021, pp. 1-9. [pdf]