Motion Planning

Motion Planning refers to the process of planning optimal motion paths for robots using deep reinforcement learning techniques in a dynamic decision-making environment. The goal is to enable robots to autonomously avoid obstacles and reach designated positions efficiently and safely in complex and changing scenarios. This task not only enhances the robot's environmental adaptability and autonomous navigation capabilities but also provides important technical support for its widespread application in fields such as intelligent manufacturing, autonomous driving, and service robotics.