Enhancing autonomous exploration for robotics via real time map optimization and improved frontier costs

Our proposed autonomous exploration process is illustrated in Fig. 1. Initially, we construct and optimize a map using sensor data. Following this, frontier detection and cost evaluation are performed on the optimized map, where the frontier cost…