robotics simulation

AI company HUMXN is launching a program in Minnesota offering homeowners free plumbing and HVAC service while its robots perform the work, gathering real-world training data in the process. The arrangement gives the firm hands-on experience in messy, unpredictable home environments that lab simulations cannot easily replicate, while customers get repairs at no cost.

A Financial Times feature examines 'robot gyms' — facilities where robots are trained in simulated real-world settings before deployment. The report highlights the growing industry effort to teach machines to handle everyday environments, from warehouses to homes, as companies race to make robotics reliable outside the lab.

A new open-source framework has been released that simulates drone swarms in fully three-dimensional indoor environments. The tool gives researchers and developers a way to test swarm coordination and navigation behavior inside detailed indoor 3D worlds before deploying real hardware. Coverage so far is limited, with the announcement circulating mainly through technology news outlets and drawing interest from the robotics and drone research community.

GreyOrange has acquired Site Bionics, a digital twin technology platform, according to WWD. The deal gives the warehouse robotics and automation company new simulation and virtual modeling capabilities that can be applied to fulfillment and supply chain operations. Terms of the acquisition and integration plans were not disclosed in the initial report.