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Artificial Intelligence Colloquium: Lifelong and Robust Machine Learning



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Speaker: Dr. Hava Siegelmann, Program Manager, DARPA / Information Innovation Office

Current AI systems are limited to performing only those tasks for which they have been specifically programmed and trained. DARPA is creating AI architectures and machine learning techniques that can learn continuously during execution and become increasingly expert without forgetting previous learning. This talk will discuss approaches to address the barriers to continuous learning, which couple the development of complete systems with the exploration of biological mechanisms that underlie learning.

https://www.darpa.mil/program/lifelong-learning-machines

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6 thoughts on “Artificial Intelligence Colloquium: Lifelong and Robust Machine Learning
  1. A considerable jump from programming 8 bit microprocessors a few decades ago.
    The Journey of Computer Science is simply to recreate man for whatever reason.
    "God made man in his image", and man is replicating the process in his image.
    Its an expected trajectory of technology.

    Enjoy the journey, and as usual…
    THanks for THinking!

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