ISA transactions
Self-triggered adaptive dynamic programming based on experience-replay and spectral adaptive law.
Yuteng Tian, Xuemei Ren, Yongfeng Lv, Chao Zhang, Dongdong Zheng
Published: 202510.1016/j.isatra.2025.12.008
Abstract
In this paper, a novel self-triggered adaptive dynamic programming (ADP) framework is proposed, integrating experience replay (ER) and a spectral adaptive law (SPAL) for optimal control of unknown nonlinear systems. Firstly, in ADP-based optimal cont…
Preview only. Read the full abstract at the source