Deep learning has transformed the field of robotics, enabling robots to navigate intricate environments. However, traditional deep learning methods often encounter difficulties deployment in dynamic environments. https://zaynabzjqk196389.wikipresses.com/5653428/the_ras4d_framework_revolutionizing_deep_learning_for_robotics