2024
Transformer-Based Model Predictive Control: Trajectory Optimization via Sequence Modeling
RA-L 2024
Model predictive control (MPC) has established itself as the primary methodology for constrained control, enabling general-purpose robot autonomy in diverse real-world scenarios. However, for most problems of interest, MPC relies on the recursive solution of highly non-convex trajectory optimization