35 citations · 38 across the 9 of their papers we have counts for
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math.OC2020
Stochastic Linear Quadratic Optimal Control Problem: A Reinforcement Learning Method
Na Li, Xun Li, Jing Peng +1
This paper applies a reinforcement learning (RL) method to solve infinite horizon continuous-time stochastic linear quadratic problems, where drift and diffusion terms in the dynam…
math.OC2020★ 35 cited
Indefinite Mean-Field Type Linear-Quadratic Stochastic Optimal Control Problems
Na Li, Xun Li, Zhiyong Yu
This paper focuses on indefinite stochastic mean-field linear-quadratic (MF-LQ, for short) optimal control problems, which allow the weighting matrices for state and control in the…