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How does Atlas learn? | Inside the Lab | Boston Dynamics

Boston Dynamics May 18, 2026 12:01
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Just months after its debut, Atlas is proving why it is the world’s most capable and dynamic humanoid robot, ready for real work. Lifting a mini-fridge is a feat of strength, but the true breakthrough is in the underlying reinforcement learning and controls systems. The robot is learning to navigate real world adaptability: handling heavy objects by bracing and accounting for the mass and inertia; using whole-body control, not just hands to maneuver; and demonstrating superhuman range of motion and balance. This marks a critical shift in robotics where humanoids move beyond the lab and into dynamic industrial settings. Alberto Rodriguez, Director of Robot Behavior for Atlas, Shane Rozen-Levy, Research Engineer, and Vinay Kamidi, Research Engineer share more about training Atlas and developing robust, dynamic behaviors on our blog: https://bostondynamics.com/blog/training-a-humanoid-robot-for-hard-work/ Special thanks to Healthpeak for Atlas's outdoor walkabout!
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