RM-WAM: Reliable Memory-Augmented World Action Models for Long-Horizon Robot Manipulation

Cui Miao, Junhao Yu, Ping Liu +5

World Action Models (WAMs) improve robotic manipulation by jointly predicting future visual states and actions, yet most existing methods make decisions primarily from the current…