Yuxuan Chen

Decoupled Time-Delay Koopman Learning for Adaptive Model Predictive Control of Soft Manipulators

The modeling and control of soft pneumatic manipulators present significant challenges due to their inherent compliance and history-dependent hysteresis. While the Koopman operator theory offers a promising solution by embedding these nonlinear dynamics into a linear framework, conventional Koopman approaches are limit...