Xuantang Xiong

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 14

Top Topics

Multiagent Learning

Traffic Signal Control

Reinforcement Learning

Top Venues

Publications

Jingqing Ruan, Ziyue Li, Hua Wei, Haoyuan Jiang, Jiaming Lu, Xuantang Xiong, Hangyu Mao, Rui Zhao
CoSLight: Co-optimizing Collaborator Selection and Decision-making to Enhance Traffic Signal Control. CoRR (2024)
Xuantang Xiong, Linghui Meng, Jingqing Ruan, Shuang Xu, Bo Xu
UNeC: Unsupervised Exploring In Controllable Space. ICASSP (2024)
Jingqing Ruan, Runpeng Xie, Xuantang Xiong, Shuang Xu, Bo Xu
MaDE: Multi-Scale Decision Enhancement for Multi-Agent Reinforcement Learning. ICASSP (2024)
Haoyuan Jiang, Ziyue Li, Hua Wei, Xuantang Xiong, Jingqing Ruan, Jiaming Lu, Hangyu Mao, Rui Zhao
X-Light: Cross-City Traffic Signal Control Using Transformer on Transformer as Meta Multi-Agent Reinforcement Learner. CoRR (2024)
Haoyuan Jiang, Xuantang Xiong, Ziyue Li, Hangyu Mao, Guanghu Sui, Jingqing Ruan, Yuheng Cheng, Hua Wei, Wolfgang Ketter, Rui Zhao
GuideLight: "Industrial Solution" Guidance for More Practical Traffic Signal Control Agents. CoRR (2024)
Jingqing Ruan, Ziyue Li, Hua Wei, Haoyuan Jiang, Jiaming Lu, Xuantang Xiong, Hangyu Mao, Rui Zhao
CoSLight: Co-optimizing Collaborator Selection and Decision-making to Enhance Traffic Signal Control. KDD (2024)
Linghui Meng, Jingqing Ruan, Xuantang Xiong, Xiyun Li, Xi Zhang, Dengpeng Xing, Bo Xu
M3: Modularization for Multi-task and Multi-agent Offline Pre-training. AAMAS (2023)
Linghui Meng, Xuantang Xiong, Yifan Zang, Xi Zhang, Guoqi Li, Dengpeng Xing, Bo Xu
Filtered Observations for Model-Based Multi-agent Reinforcement Learning. ECML/PKDD (4) (2023)
Qingyang Zhang, Yiming Yang, Jingqing Ruan, Xuantang Xiong, Dengpeng Xing, Bo Xu
Balancing Exploration and Exploitation in Hierarchical Reinforcement Learning via Latent Landmark Graphs. CoRR (2023)
Qingyang Zhang, Yiming Yang, Jingqing Ruan, Xuantang Xiong, Dengpeng Xing, Bo Xu
Balancing Exploration and Exploitation in Hierarchical Reinforcement Learning via Latent Landmark Graphs. IJCNN (2023)
Xuantang Xiong, Linghui Meng, Jingqing Ruan, Qingyang Zhang, Guoqi Li, Dengpeng Xing, Bo Xu
Task-Prompt Generalised World Model in Multi-Environment Offline Reinforcement Learning. ECAI (2023)
Jingqing Ruan, Linghui Meng, Xuantang Xiong, Dengpeng Xing, Bo Xu
Learning Multi-Agent Action Coordination via Electing First-Move Agent. ICAPS (2022)
Jingqing Ruan, Yali Du, Xuantang Xiong, Dengpeng Xing, Xiyun Li, Linghui Meng, Haifeng Zhang, Jun Wang, Bo Xu
GCS: Graph-based Coordination Strategy for Multi-Agent Reinforcement Learning. CoRR (2022)
Jingqing Ruan, Yali Du, Xuantang Xiong, Dengpeng Xing, Xiyun Li, Linghui Meng, Haifeng Zhang, Jun Wang, Bo Xu
GCS: Graph-Based Coordination Strategy for Multi-Agent Reinforcement Learning. AAMAS (2022)