[KongchangAI]
Company

Actor Labs

An AI research team focused on deploying robot learning policies to industrial heavy machinery, such as excavators.

Timeline (last 90 days)

Oct 14

Actor Labs' excavator experiment deployed Physical Intelligence's π0.5 onto an excavator, combined with large-scale real data from industrial operators to train the policy, and completed a task with only 200 trajectories, exposing the shortcomings of the purely data-driven route: extremely low data efficiency and limited multi-task capability.

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