Prompt-Driven Exploration: Language as an Exploration Space for VLA Reinforcement Learning.

arXiv:2607.08837v4 Announce Type: replace-cross Abstract: Exploration is essential to RL since a policy cannot improve by repeatedly sampling the behaviors it already prefers. Standard methods inject stochasticity in the action space, but such jitter only yiel