Robotic System
A robotic system that couples perception and execution under the constraints of physical dynamics, requiring handling of continuous states, contact mechanics and real-world uncertainty.
Timeline (last 90 days)
For latency- and energy-constrained robotic systems, the full-bank scoring approach of traditional attention mechanisms is hard to bear, whereas the retrieval set defined by the Value of Information allows the agent to access memory more selectively.
In computer-use scenarios, agents can usually read the complete DOM tree or screen pixels, and the state is relatively transparent; whereas robots in the physical world are limited by factors such as camera field of view, occlusion, and sparse touch, and must maintain uncertainty estimates about unobserved parts.
All Facts (2)
For latency- and energy-constrained robotic systems, the full-bank scoring approach of traditional attention mechanisms is hard to bear, whereas the retrieval set defined by the Value of Information allows the agent to access memory more selectively.
50%UnverifiedIn computer-use scenarios, agents can usually read the complete DOM tree or screen pixels, and the state is relatively transparent; whereas robots in the physical world are limited by factors such as camera field of view, occlusion, and sparse touch, and must maintain uncertainty estimates about unobserved parts.
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