IEEE transactions on neural networks and learning systems
Inverse Reinforcement Learning for Disturbed Networked Nonlinear Systems With Data Dropouts.
Pengfei Shi, Wenqian Xue, Jialu Fan, Frank L Lewis, Bosen Lian
Published: 202510.1109/TNNLS.2025.3626762
Abstract
This article develops inverse reinforcement learning (IRL) control algorithms for nonlinear networked control systems (NCSs) to mimic trajectories of a target system governed by an unknown optimal cost function, despite the presence of random data dr…
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