LLM-Guided Task- and Affordance-Level Exploration in Reinforcement Learning
arXiv:2509.16615v2 Announce Type: replace
Abstract: Reinforcement learning (RL) is a promising approach for robotic manipulation, but it can suffer from low sample efficiency and requires extensive exploration of large state-action spaces. Recent meth…