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

Chen Li, Zhantao Yang, Fangyi Chen +3

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 c…