FIVE-VLA: Fast and EffectIVE Autonomous Driving with Recurrent Action Memory
Recurrent Action Memory (RAM) is proposed, a lightweight module that conditions action prediction on previous action tokens, providing temporal context critical for manoeuvres such as overtaking and emergency braking.