Fig 4: Custom built telepresence robot
The model is trained in four steps using our suggested multi-stage training mechanism-based technique. Using the Gazebo simulation framework using ROS integration for Lidar sensor configuration, we created four training scenarios, as shown in Figure 5. Each of the four simulation environments corresponds to one of the three training phases.