AtomicRL: Atomic Reinforcement Learning for Long-Horizon Robotic Manipulation.

arXiv:2610.30097v1 Announce Type: cross Abstract: Vision-language-action (VLA) models have shown promise in robotic manipulation, but imitation learning (IL) alone often struggles to master complex long-horizon skills. Reinforcement learning (RL) offers an eff