Mobile robots need to explore novel environments to build useful maps for later navigation and motion planning. Sensor-based Random Tree, (SRT), technique had been used for exploration but it is ...

The binary tree and Bayesian inference fusion method is proposed to construct the selective ensemble model. Experimental results on benchmark data sets show the effectiveness of the proposed method.