Temporal Ensemble

An inference-time technique used with action-chunking policies (like ACT) where overlapping action predictions from consecutive timesteps are averaged to produce smoother, more consistent motion. If the policy predicts 50 future actions at each step, and steps overlap by 40 actions, the 40 overlapping predictions are exponentially weighted and averaged. This reduces jitter and improves execution quality.