Structured Prediction

Predicting structured outputs (sequences, graphs, configurations) where output elements are interdependent and must satisfy global consistency constraints. In robot learning, structured prediction applies to: action sequence generation (temporal consistency), scene graph prediction (relational consistency), and grasp set prediction (pose diversity and feasibility).