With the emergence of huge amounts of heterogeneous multi-modal data, including images, videos, texts/languages, audios, and multi-sensor data, deep learning-based methods have shown promising ...

Knowledge representation and task planning constitute core pillars of autonomous robotics, enabling robots to perceive, interpret and act upon complex environments. Knowledge structures range from ...