Granularity-Adaptive Credit Assignment for Long-Horizon LLM Agent Reinforcement Learning

Taoran Liang, Yang Liu, Shang Luo +10

Long-horizon language-model agents trained with reinforcement learning oftenreceive sparse outcome rewards that do not reveal which decisions along a tra-jectory deserve credit. Ep…