STEP: Success-Rate-Aware Trajectory-Efficient Policy Optimization

Yuhan Chen, Yuxuan Liu, Long Zhang +3

Multi-turn interaction remains challenging for online reinforcement learning. A common solution is trajectory-level optimization, which treats each trajectory as a single training…