Continue or Replan? Bernoulli-Continuation Policy Learning for Adaptive Horizon Execution

Weichen Xu, Zhenhua Liu, Lin Luo +8

Existing chunk-based Vision-Language-Action (VLA) models execute a fixed number of actions (i.e., execution horizon) before replanning, turning replanning into a task-agnostic peri…