APEX: Action Priors Enable Efficient Exploration for Skill Imitation on Articulated Robots
APEX (Action Priors enable Efficient Exploration): a simple yet versatile imitation learning framework that integrates demonstrations directly into reinforcement learning (RL), maintaining high exploration while grounding behavior with expert-informed priors.