Xiongtao Shi

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 8

Top Topics

Semi Parametric

Function Approximation

Reinforcement Learning

Policy Iteration Algorithm

Top Venues

IEEE Trans. Intell. Veh.

IEEE Trans. Circuits Syst. II Express Briefs

Publications

Xiongtao Shi, Yanjie Li, Chenglong Du, Weihua Gui
A Time-Aggregated Model-Free RL Algorithm for Optimal Containment Control of MASs. IEEE Trans. Circuits Syst. II Express Briefs 71 (7) (2024)
Xiongtao Shi, Yanjie Li, Wenxiao Hu, Chenglong Du, Chao-Yang Chen, Weihua Gui
Optimal Lateral Path-Tracking Control of Vehicles With Partial Unknown Dynamics via DPG-Based Reinforcement Learning Methods. IEEE Trans. Intell. Veh. 9 (1) (2024)
Ke Lin, Yanjie Li, Qi Liu, Duantengchuan Li, Xiongtao Shi, Shiyu Chen
Almost surely safe exploration and exploitation for deep reinforcement learning with state safety estimation. Inf. Sci. 662 (2024)
Xiongtao Shi, Yanjie Li, Qi Liu, Ke Lin, Shiyu Chen
A fully distributed adaptive event-triggered control for output regulation of multi-agent systems with directed network. Inf. Sci. 626 (2023)
Xiongtao Shi, Yanjie Li, Chenglong Du
Optimal Containment Control of Nonlinear MASs: A Time-Aggregation-Based Policy Iteration Algorithm. CDC (2023)
Qi Liu, Yanjie Li, Shiyu Chen, Ke Lin, Xiongtao Shi, Yunjiang Lou
Distributional reinforcement learning with epistemic and aleatoric uncertainty estimation. Inf. Sci. 644 (2023)
Xiongtao Shi, Yonggang Li, Yanhua Yang, Bei Sun, Fang Qi
Multi-models and dual-sampling periods quality prediction with time-dimensional K-means and state transition-LSTM network. Inf. Sci. 580 (2021)
Xiongtao Shi, Yonggang Li, Bei Sun, Honglei Xu, Chunhua Yang, Hongqiu Zhu
Optimizing zinc electrowinning processes with current switching via Deep Deterministic Policy Gradient learning. Neurocomputing 380 (2020)