Tracking the Moving Frontier: Long-Short Term Advantage Estimator

Xinhao Yao, Lu Yu, Changhao Wang +5

Group-based RLVR methods estimate advantages by repeatedly sampling multiple trajectories for each prompt, making long-horizon agent training expensive and discarding useful experi…