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Lifelong Learning Metrics. (arXiv:2201.08278v1 [cs.AI])
Jan. 21, 2022, 2:10 a.m. | Alexander New, Megan Baker, Eric Nguyen, Gautam Vallabha
cs.LG updates on arXiv.org arxiv.org
The DARPA Lifelong Learning Machines (L2M) program seeks to yield advances in
artificial intelligence (AI) systems so that they are capable of learning (and
improving) continuously, leveraging data on one task to improve performance on
another, and doing so in a computationally sustainable way. Performers on this
program developed systems capable of performing a diverse range of functions,
including autonomous driving, real-time strategy, and drone simulation. These
systems featured a diverse range of characteristics (e.g., task structure,
lifetime duration), and …
More from arxiv.org / cs.LG updates on arXiv.org
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