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Boston Dynamics showed Atlas lifting and carrying a 100+ lb mini-fridge, using reinforcement learning to handle weight, …

Rohan Paul Twitter · Rohan Paul (@rohanpaul_ai) · 2026-05-18

Boston Dynamics demonstrates Atlas humanoid robot lifting a 100+ lb mini-fridge using reinforcement learning guided by body proprioception rather than visual perception.

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Topics: roboticshumanoid-robotsreinforcement-learningboston-dynamics

Claims

  • Boston Dynamics' Atlas can lift and carry objects exceeding 100 lbs using reinforcement learning.
  • The robot adapts to weight, grip, position, and balance through proprioceptive feedback rather than vision.
  • Proprioception-based adaptation, not improved visual object recognition, is the key mechanism for humanoid heavy-labor capability.

Key quotes

shows how humanoids may handle hard labor: not by seeing objects better, but by adapting through [body proprioception]