7 citations · 12 across the 2 of their papers we have counts for
2 papers
eess.SY2014★ 7 cited
Q-learning for Optimal Control of Continuous-time Systems
Biao Luo, Derong Liu, Tingwen Huang
In this paper, two Q-learning (QL) methods are proposed and their convergence theories are established for addressing the model-free optimal control problem of general nonlinear co…
eess.SY2013★ 5 cited
Data-based approximate policy iteration for nonlinear continuous-time optimal control design
Biao Luo, Huai-Ning Wu, Tingwen Huang +1
This paper addresses the model-free nonlinear optimal problem with generalized cost functional, and a data-based reinforcement learning technique is developed. It is known that the…