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'self-learning' is correct and usable in written English
It can be used to describe a person or system that is capable of learning and improving independently. For example, "The artificial intelligence system was designed to be self-learning, so it can adapt to changing situations."
Dictionary
self-learning
noun
Learning done by oneself, without a teacher or instructor.
Exact(55)
In particular, self-learning classificators [ 39] have to be reviewed critically since local erroneous self-learning cannot lead to improvement of interlaboratory variability.
Take Nest Labs' self-learning thermostat.
Self-learning is a component of self-improvement.
This is the ultimate goal in AI – to mimic human reasoning and, crucially, self-learning.
Google's biggest recent purchase is Nest, which makes self-learning, programmable thermostats and smoke detectors.
Then a rough self-learning theory including extensional learning and intensional learning is raised.
Similar(5)
In philosophy the only true learning is self learning.
(Note to self: Learn to walk in [cheap] heels).
Recently Arora et al. (Arora 2014) proposed a new off-loading scheme based on self learning.
(3) to self-learn from the real-time data and anticipate the dynamic changes (Managed).
to self-learn from the real-time data and anticipate the dynamic changes (Managed).
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