MemWM: Associative Memory-Enhanced Latent World Models for Long-Horizon Planning

Yuwei Sun, Siyu Zhu

World models trained via latent dynamics offer a scalable path for embodied planning, yet existing methods suffer from representational collapse, computational overhead, and limite…