Recent developments in artificial intelligence are paving the way for autonomous robots to assist with various tasks in workplaces and homes. As of 2023, multiple research labs and companies are focused on creating general-purpose robots capable of operating independently in complex environments.
Revolutionizing Robot Autonomy
The evolution of robot autonomy has shifted from simple navigation tasks to complex operations. Matt Malchano, vice president of software at Boston Dynamics, reflects on this journey: “When I started maybe about 15 years ago, I led a project team that was focused on autonomy, but in that era, the goal of that team was to just get a robot to navigate from point A to point B.”
Today, the focus is on enabling robots to perform a broader range of tasks without direct human supervision. The International Standards Organization defines autonomy in robotics as the “ability to perform intended tasks based on current state and sensing, without human intervention.” This definition underscores the significant advancements made in recent years.
AI's Role in Robotics Innovation
AI techniques such as reinforcement learning and large foundation models have been instrumental in developing robots that can understand and execute complex sequences of tasks. Sergey Levine, a computer scientist at UC Berkeley, states, “The next level... is that the robot can do a thing in an unstructured environment reliably.”
