East China Normal University

Items

1. May 27

   ECNU's Skill0.5 for agentic RL

   The framework internalizes general skills through privileged distillation on hard tasks and applies task-specific skills on easy ones via a difficulty-aware selector, beating memory- and skill-based RL baselines on ALFWorld and WebShop in and out of distribution.