AdaStep: Adaptive Step Credit Weighting for Agentic Reinforcement Learning

Xin Wang, Wenhao Wu, Menghao Zhang +3

Long-horizon LLM agents are typically trained with sparse outcome rewards, making trajectory-level objectives too coarse to distinguish the contribution of individual decisions. St…