StateLinFormer: Stateful Training Enhancing Long-term Memory in Navigation

Zhiyuan Chen, Yuxuan Zhong, Fan Wang +4

Effective navigation intelligence relies on long-term memory to support both immediate generalization and sustained adaptation. However, existing approaches face a dilemma: modular…