Jingqing Ruan

DRL-Based Adaptive Sharding for Blockchain-Based Federated Learning

Yijing Lin, Zhipeng Gao, Hongyang Du et al. · IEEE Transactions on Communications · 2023 · 85 citations

Vehicle Communication, Internet Of Vehicle, Engineering +13

GCS: Graph-based Coordination Strategy for Multi-Agent Reinforcement Learning

Jingqing Ruan, Yali Du, Xuantang Xiong et al. · arXiv (Cornell University) · 2022 · 25 citations · Full text

Artificial Intelligence, Multi-agent Reinforcement Learning, Engineering +17

An End-to-End Deep Reinforcement Learning Based Modular Task Allocation Framework for Autonomous Mobile Systems

Song Ma, Jingqing Ruan, Yali Du et al. · IEEE Transactions on Automation Science and Engineering · 2024 · 19 citations · Full text

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

Jingqing Ruan, Ziyue Li, Hua Wei et al. · 2024 · 16 citations · Full text

Explainable Reinforcement Learning via a Causal World Model

Zhongwei Yu, Jingqing Ruan, Dengpeng Xing · 2023 · 15 citations · Full text