Policy-Aligned Predictive Verification for Adaptive VLA Action-Chunk Execution

Minkyu Kim, Junhoo Lee, Seungyeon Kim +4

Vision-language-action (VLA) policies generate action sequences that reduce repeated inference, but deciding how much of each sequence to execute is critical to task success. Exist…