SALT: Step-level Advantage Assignment for Long-horizon Agents via Trajectory Graph

Jiazheng Li, Yawei Wang, David Yan +5

Large Language Models (LLMs) have demonstrated remarkable capabilities, enabling language agents to excel at single-turn tasks. However, their application to complex, multi-step, a…