Vision-Language-Action Jump-Starting for Reinforcement Learning Robotic Agents

Angelo Moroncelli, Roberto Zanetti, Marco Maccarini +1

Reinforcement learning (RL) enables high-frequency, closed-loop control for robotic manipulation, but scaling to long-horizon tasks with sparse or imperfect rewards remains difficu…