Abstract: Efficient exploration of large-scale environments remains a critical challenge in robotics, with applications ranging from environmental monitoring to search and rescue operations. This ...

Abstract: Large language models have demonstrated powerful reasoning capabilities, and their integration with robotics has revolutionized human-computer interaction and automated task planning.