Jul 2026
PATS: Policy-Aware Training Scaffolding for Agentic Reinforcement Learning
This work proposes a policy-centric training paradigm that reframes skills as a dynamic training scaffold and converts rollout groups from the latest policy into evidence cards and uses task-specific evaluation to adjust the context used in subsequent rollouts.
Yipeng Shi, Zhi-Peng Ma, Yue Wang et al.
· arXiv.org · 0 citations