Products that operationalize AI today
Edge software that delivers Shield AI’s artificial intelligence to the battlefield. Hivemind Edge allows unmanned systems to perceive and act with minimal human input, providing unprecedented access and clarity.
An AI framework that collects and analyzes experiences -- both real and simulated -- to deliver continuous improvement in AI capabilities. Hivemind Core makes self-directed learning for unmanned systems possible.
Interested in learning more about the foundational science behind artificial intelligence, machine learning and swarming robotic systems? Read the latest thoughts from the Shield AI team:
How Do Robots Learn Through Exploration?
How does learning appear within the context of coordinated exploration? Within the context of exploration, learning emerges the more the system operates. The system improves with operation because the more that it operates, the more experience it acquires about how the actions it takes given the appearance and nature of the environment will impact the amount and quality of information it is abl...
How Artificial Intelligence Manifests Through Exploration
In reference to robotic systems, what do we mean by exploration? Typically, when we talk about exploration with an autonomous robotic system for the types of scenarios that we consider, we're talking about deploying that robotic system into environments that are unknown. The goal of this deployment and exploration is to enable the individual robot to move through that environment, acquire...
How do Robots Communicate with Each Other?
In terms of multi-robot systems, how do we think about coordination in terms of how robots communicate with each other and learn together? When we talk about multi-robot exploration and teams of robots working together, we're thinking about how those individual robots make decisions and how those decisions impact other systems. As these coordinated teams of robots deploy and explore an environm...
What is Multi-Robot Exploration?
What do we mean by multi-robot exploration? Exploration for a single robot system in our context considers uncertainty reduction in an unknown environment performed by a single agent. It involves the system making decisions of where it should go in order to acquire information and learn about the environment. Multi-robot exploration applies that same concept to robotic ...
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