simplevla-rl-scaling-vla-training

Apply reinforcement learning to Vision-Language-Action models for robotic control, achieving 99% LIBERO task success and discovering novel manipulation strategies (pushcut) without task-specific reward engineering. Scales efficiently via parallelized trajectory sampling and outcome-based rewards.

Independent GitHub snapshot · Automated classification · Original documentation governs