Robot with thermal camera, smoke detector douses fires, locates trapped people. Story by Prabhat Ranjan Mishra • 2mo. T he robotic industry is making significant advancements day by day.

Training robots using machine learning The foundational concept involves integrating machine learning algorithms into robotic systems to enable them to adapt to varying educational needs and contexts.

This research, titled “Quadrotor UAV-Based Smoke Detection System Using YOLOv8 Towards Wildfire Prevention,” was published in Robot Learn. DOI: 10.55092/rl20250001. Journal ...

It has a distance sensor to calculate the distance to walls and objects, an accelerometer, light-sensing phototransistors to seek out light or dark, edge detection sensors, infrared transmitters ...