PACE: Policy-Native Adaptive Decision Timing for Long-Horizon Reasoning.

arXiv:2605.09860v5 Announce Type: replace Abstract: Long-horizon reasoning requires deciding not only what actions to take, but how many to execute open-loop before replanning. This number, the execution depth, balances replanning cost against compounding exec