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However, previously proposed criteria for the coordination of these two learning systems do not scale up to the large, partial and uncertain models autonomously learned by robots.
It is then tested if these parameters could be autonomously learned from real octopus motions and transferred to the STIFF-FLOP robot.
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A major challenge to the widespread deployment of mobile robots is the ability to function autonomously, learning useful models of environmental features, recognizing environmental changes, and adapting the learned models in response to such changes.
This paper presents a cognitive vision system capable of autonomously learning protocols from perceptual observations of dynamic scenes.
The goal of this approach is to autonomously learn useful features for bearing fault detection from the data itself.
Learning from surprises is a cornerstone for building bio-inspired cognitive architectures that can autonomously learn from interactions with their environments.
Following these drives, the agent autonomously learns regularities afforded by the environment, and hierarchical sequences of behaviors adapted to these regularities.
Such neural architecture, able to autonomously learn complex associations is envisaged to be a suitable basis for an immediate implementation within an robot control architecture.
The first one is an internal evaluation fitness that allows the robot to autonomously learn the association between music and movements.
One reason that universities are pushing tech ethics now is the popularization of powerful tools like machine learning — computer algorithms that can autonomously learn tasks by analyzing large amounts of data.
Based on this physical model, our simulations show that arrays of ferroelectric nanosynapses can autonomously learn to recognize patterns in a predictable way, opening the path towards unsupervised learning in spiking neural networks.
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