The field of robotics has experienced significant growth through the integration of machine learning models, particularly with the rise of foundation models, neuro-symbolic AI, generative models (such as large language models and diffusion models), and other emerging techniques. While these methods have transformed areas like computer vision, natural language processing, and computer graphics, their application […]

Recent advancements in robotics and artificial intelligence (AI) have enabled assistive robots to realize many activities alongside and with humans in shared environments. This physical proximity has introduced novel, complex tasks for the robotics community to address, which can be clustered into three main areas: Personal care robots that facilitate humans in physical activities of […]