Transformer-based Model Predictive Control: Trajectory Optimization via Sequence Modeling
Transformer architecture and parameters
The transformer architecture proposed in this work is inspired by the DecisionTransformer architecture implemented in the HuggingFace library [1].
Our implementation can be found in the $\texttt{art.py}$ file in the $\texttt{decision transformer}$ folder of each specific scenario.