Robots could learn to predict and plan navigation with a new 'bio-inspired' framework

Chinese researchers introduced a bio-inspired navigation framework that combines landmark recognition, experiential memory, and hierarchical decision-making.

Paired with neuromorphic hardware, the system helps robots build cognitive maps and reason more like humans in space.

The approach is designed to improve reliability and energy efficiency in dynamic, unpredictable environments such as homes and rescue sites.