Jinna Li

Recent Progress in Reinforcement Learning and Adaptive Dynamic Programming for Advanced Control Applications

Ding Wang, Ning Gao, Derong Liu et al. · IEEE/CAA Journal of Automatica Sinica · 2023 · 239 citations

Control Method, Real-time Control, Engineering +15

Off-Policy Reinforcement Learning for Synchronization in Multiagent Graphical Games

Jinna Li, Hamidreza Modares, Tianyou Chai et al. · IEEE Transactions on Neural Networks and Learning Systems · 2017 · 186 citations

Artificial Intelligence, Engineering, Game Theory +16

Data-Driven Flotation Industrial Process Operational Optimal Control Based on Reinforcement Learning

Yi Jiang, Jialu Fan, Tianyou Chai et al. · IEEE Transactions on Industrial Informatics · 2017 · 153 citations

Real-time Control, Engineering, Machine Learning +16

Off-Policy Interleaved $Q$ -Learning: Optimal Control for Affine Nonlinear Discrete-Time Systems

Jinna Li, Tianyou Chai, Frank L. Lewis et al. · IEEE Transactions on Neural Networks and Learning Systems · 2018 · 137 citations · Full text

Nonlinear Control, Optimal Control, Machine Learning +10

Optimal Output Regulation of Linear Discrete-Time Systems With Unknown Dynamics Using Reinforcement Learning

Yi Jiang, Bahare Kiumarsi, Jialu Fan et al. · IEEE Transactions on Cybernetics · 2019 · 128 citations

Output Regulation Problem, Model-based Control Technique, Robust Control +11