Interventional Dynamics
CITRIS Interventional Pong separates ordinary temporal evolution from explicit interventions on underlying game variables such as ball motion, ball position, and paddle position. The model receives the pre-intervention observation together with a label describing which variables changed, then predicts the resulting next state. This makes the task a direct test of compositional dynamics: factors learned from individual interventions should remain useful when several interventions occur together.
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