2026
MemClaw-RAG: Memory-Driven Navigation and Adaptive Locomotion for Wheeled-Legged Robots in Dynamic Environments
ICRA 2026poster
Object-Goal Navigation in dynamic environments remains challenging because many existing approaches rely primarily on reactive mapping and lack the ability to retain historical experience or establish structured memory associations. To address this limitation, we introduce MemClaw-RAG, an embodied m…