2023
Online Model Predictive Control of Robot Manipulator With Structured Deep Koopman Model
RA-L 2023
The model predictive control (MPC) can provide the benefit of optimality (sub-optimality, exactly speaking) and explicitly treat hard constraints in both states and inputs, which makes it an attractive approach in the fields of robotics. However, the performance of this approach heavily depends on t