Xiongtao Shi

17 papers Journal 16Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Customer satisfaction optimization in due-aware multi-agent path finding.
Inf. Sci.
Jianqi Gao, Yanjie Li, Xiongtao Shi, Kejian Yan
2026 J jnl
Fully Distributed Event-Triggered Control for Containment of Fully Heterogeneous MASs Using Filter-Based RL.
IEEE Trans. Autom. Control.
Yanhua Yang, Jie Mei, Xiongtao Shi, Guangfu Ma
2025 J jnl
Cooperative output regulation of heterogeneous directed multi-agent systems: a fully distributed model-free reinforcement learning framework.
Sci. China Inf. Sci.
Xiongtao Shi, YanJie Li, Chenglong Du, Huiping Li, Chaoyang Chen, Weihua Gui
2025 J jnl
Distributional Policy Gradient With Distributional Value Function.
IEEE Trans. Neural Networks Learn. Syst.
Qi Liu, Yanjie Li, Xiongtao Shi, Ke Lin, Yuecheng Liu, Yunjiang Lou
2025 J jnl
Filter-Based Fully Distributed Output Regulation of Heterogeneous Learning Agents.
IEEE Trans. Circuits Syst. I Regul. Pap.
Xiongtao Shi, Yanjie Li, Chenglong Du, Chaoyang Chen, Changchun Hua, Weihua Gui
2025 J jnl
Fully Distributed Consensus of Multiple Euler-Lagrange Systems With Time-Varying Asymmetric Full-State Constraints.
IEEE Trans. Autom. Control.
Yanhua Yang, Jie Mei, Xiongtao Shi, Guangfu Ma
2025 J jnl
Fully Distributed Event-Triggered Control of Nonlinear Multiagent Systems Under Directed Graphs: A Model-Free DRL Approach.
IEEE Trans. Autom. Control.
Xiongtao Shi, Yanjie Li, Chenglong Du, Yang Shi, Chunhua Yang, Weihua Gui
2025 J jnl
Neural Brain: A Neuroscience-inspired Framework for Embodied Agents.
CoRR
Jian Liu, Xiongtao Shi, Thai Duy Nguyen, Haitian Zhang, Tianxiang Zhang, Wei Sun, YanJie Li, Athanasios V. Vasilakos, Giovanni Iacca, Arshad Ali Khan, Arvind Kumar, Jae Won Cho, Ajmal Mian, Lihua Xie, Erik Cambria, Lin Wang
2025 J jnl
Reinforcement learning-based optimal control for Markov jump systems with completely unknown dynamics.
Autom.
Xiongtao Shi, Yanjie Li, Chenglong Du, Chaoyang Chen, Guangdeng Zong, Weihua Gui
2024 J jnl
A Time-Aggregated Model-Free RL Algorithm for Optimal Containment Control of MASs.
IEEE Trans. Circuits Syst. II Express Briefs
Xiongtao Shi, Yanjie Li, Chenglong Du, Weihua Gui
2024 J jnl
Almost surely safe exploration and exploitation for deep reinforcement learning with state safety estimation.
Inf. Sci.
Ke Lin, YanJie Li, Qi Liu, Duantengchuan Li, Xiongtao Shi, Shiyu Chen
2024 J jnl
Optimal Lateral Path-Tracking Control of Vehicles With Partial Unknown Dynamics via DPG-Based Reinforcement Learning Methods.
IEEE Trans. Intell. Veh.
Xiongtao Shi, Yanjie Li, Wenxiao Hu, Chenglong Du, Chaoyang Chen, Weihua Gui
2023 J jnl
A fully distributed adaptive event-triggered control for output regulation of multi-agent systems with directed network.
Inf. Sci.
Xiongtao Shi, YanJie Li, Qi Liu, Ke Lin, Shiyu Chen
2023 J jnl
Distributional reinforcement learning with epistemic and aleatoric uncertainty estimation.
Inf. Sci.
Qi Liu, YanJie Li, Shiyu Chen, Ke Lin, Xiongtao Shi, Yunjiang Lou
2023 — conf
Optimal Containment Control of Nonlinear MASs: A Time-Aggregation-Based Policy Iteration Algorithm.
CDC
Xiongtao Shi, Yanjie Li, Chenglong Du
2021 J jnl
Multi-models and dual-sampling periods quality prediction with time-dimensional K-means and state transition-LSTM network.
Inf. Sci.
Xiongtao Shi, Yonggang Li, Yanhua Yang, Bei Sun, Fang Qi
2020 J jnl
Optimizing zinc electrowinning processes with current switching via Deep Deterministic Policy Gradient learning.
Neurocomputing
Xiongtao Shi, Yonggang Li, Bei Sun, Honglei Xu, Chunhua Yang, Hongqiu Zhu