Xuantang Xiong

According to our database, Xuantang Xiong authored at least 12 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

GuideLight: "Industrial Solution" Guidance for More Practical Traffic Signal Control Agents.

Haoyuan Jiang, Xuantang Xiong, Ziyue Li, Hangyu Mao, Guanghu Sui, Jingqing Ruan, Yuheng Cheng, Hua Wei, Wolfgang Ketter, Rui Zhao

CoRR, 2024

CoSLight: Co-optimizing Collaborator Selection and Decision-making to Enhance Traffic Signal Control.

Jingqing Ruan, Ziyue Li, Hua Wei, Haoyuan Jiang, Jiaming Lu, Xuantang Xiong, Hangyu Mao, Rui Zhao

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

TaCoD: Tasks-Commonality-Aware World in Meta Reinforcement Learning.

Xuantang Xiong, Shuang Xu, Bo Xu

Proceedings of the International Joint Conference on Neural Networks, 2024

X-Light: Cross-City Traffic Signal Control Using Transformer on Transformer as Meta Multi-Agent Reinforcement Learner.

Haoyuan Jiang, Ziyue Li, Hua Wei, Xuantang Xiong, Jingqing Ruan, Jiaming Lu, Hangyu Mao, Rui Zhao

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

UNeC: Unsupervised Exploring In Controllable Space.

Xuantang Xiong, Linghui Meng, Jingqing Ruan, Shuang Xu, Bo Xu

Proceedings of the IEEE International Conference on Acoustics, 2024

MaDE: Multi-Scale Decision Enhancement for Multi-Agent Reinforcement Learning.

Jingqing Ruan, Runpeng Xie, Xuantang Xiong, Shuang Xu, Bo Xu

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

Filtered Observations for Model-Based Multi-agent Reinforcement Learning.

Linghui Meng, Xuantang Xiong, Yifan Zang, Xi Zhang, Guoqi Li, Dengpeng Xing, Bo Xu

Proceedings of the Machine Learning and Knowledge Discovery in Databases: Research Track, 2023

Balancing Exploration and Exploitation in Hierarchical Reinforcement Learning via Latent Landmark Graphs.

Qingyang Zhang, Yiming Yang, Jingqing Ruan, Xuantang Xiong, Dengpeng Xing, Bo Xu

Proceedings of the International Joint Conference on Neural Networks, 2023

Task-Prompt Generalised World Model in Multi-Environment Offline Reinforcement Learning.

Xuantang Xiong, Linghui Meng, Jingqing Ruan, Qingyang Zhang, Guoqi Li, Dengpeng Xing, Bo Xu

Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023

M3: Modularization for Multi-task and Multi-agent Offline Pre-training.

Linghui Meng, Jingqing Ruan, Xuantang Xiong, Xiyun Li, Xi Zhang, Dengpeng Xing, Bo Xu

Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023

2022

GCS: Graph-Based Coordination Strategy for Multi-Agent Reinforcement Learning.

Jingqing Ruan, Yali Du, Xuantang Xiong, Dengpeng Xing, Xiyun Li, Linghui Meng, Haifeng Zhang, Jun Wang, Bo Xu

Proceedings of the 21st International Conference on Autonomous Agents and Multiagent Systems, 2022

Learning Multi-Agent Action Coordination via Electing First-Move Agent.

Jingqing Ruan, Linghui Meng, Xuantang Xiong, Dengpeng Xing, Bo Xu

Proceedings of the Thirty-Second International Conference on Automated Planning and Scheduling, 2022