Home Robotics

Home robotics is shifting from futuristic imagination to everyday reality. From cleaning robots to personal assistants and eldercare companions, robots are quietly entering our daily lives — blending hardware, AI, and emotional design.

At the Silicon Valley Robotics Center, we explore how these systems can improve comfort, safety, and quality of life while remaining accessible and trustworthy. Domestic robots today go beyond vacuuming floors — they monitor air quality, deliver medication reminders, and even support people with limited mobility.

Task Categories for Home Robots

• Cleaning and maintenance — Floor vacuuming and mopping (Roomba, Roborock), window cleaning, gutter cleaning, pool cleaning, and lawn mowing. These represent the largest installed base of home robots today, with over 50 million robot vacuums deployed worldwide.
• Fetch and delivery — Retrieving items from other rooms, carrying groceries from car to kitchen, delivering meals within the home. Requires mobile manipulation: a base that navigates autonomously plus an arm that can grasp and carry diverse household objects. This is an active area of imitation learning research.
• Kitchen assistance — Meal preparation support (chopping, stirring, plating), dishwasher loading, counter cleaning. Among the most challenging manipulation tasks due to deformable objects (food), liquids, and the need for force control in cutting operations.
• Eldercare and accessibility — Fall detection, medication reminders, mobility assistance (helping stand from a chair), rehabilitation exercise guidance, and companionship. Safety is paramount: these robots must comply with ISO 13482 (personal care robots) and handle physical human-robot interaction.
• Home security and monitoring — Autonomous patrol, perimeter monitoring, package detection, and anomaly alerting. Mobile robots with cameras and LiDAR navigate the home on scheduled or triggered patrols.

Technical Challenges

Context awareness is a key innovation: using AI models that allow home robots to understand the environment, recognize people, and adapt their behavior. With sensors like LiDAR, depth cameras, and microphones, robots perceive not just objects but also human emotions and routines. This enables truly personalized interaction.

Object diversity presents the biggest manipulation challenge. Unlike factory or lab settings where objects are known and consistent, homes contain thousands of unique objects in unpredictable arrangements. Foundation models and VLAs are the most promising approach for handling this diversity through language-conditioned zero-shot manipulation.

Safety in shared spaces requires compliance with safety constraints that go beyond industrial standards. Home robots operate around children, elderly individuals, and pets. Soft robotics, impedance control, and conservative speed limits are essential design choices.

SVRC's Role in Home Robotics

SVRC supports home robotics development through:

• Simulated home environments — Our Mountain View facility includes a mock apartment setup for testing home robot prototypes in realistic conditions: kitchen, living room, bedroom, and bathroom spaces with real household objects.
• Data collection for household tasks — Data services for collecting manipulation demonstrations on household objects (dishes, clothing, food items, tools) using teleoperation systems.
• Mobile manipulation platforms — Unitree Go2 quadruped with arm attachment, and mobile base + arm systems for testing fetch-and-deliver and navigation-manipulation integration.
• Safety testing and compliance — ISO 13482 testing support for personal care robots, including force/torque limit validation and protective stop verification.

In eldercare, humanoid or semi-humanoid robots can provide companionship, assist with rehabilitation exercises, and ensure safety by detecting falls or emergencies. In smart homes, robots coordinate with IoT devices — adjusting lighting, temperature, or appliances autonomously.

The greatest challenge remains trust and usability. SVRC works with designers and engineers to make robots intuitive, safe, and culturally adaptive. The future of home robotics is not about replacing humans, but about enhancing human capabilities — helping us live independently, stay connected, and focus on what truly matters.

Related Resources

• Hardware Catalog — Mobile platforms and manipulation arms for home robotics development
• Robot Leasing — Lease mobile manipulators and humanoids for prototyping
• Data Services — Household manipulation data collection
• Safety Constraints — ISO standards and safety design for home robots