The field of artificial intelligence is undergoing a significant transformation with the rise of hybrid AI systems that ...

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This paper provides a review and commentary on the past, present, and future of numerical optimization algorithms in the context of machine learning applications. Through case studies on text ...

For robots to be successfully introduced in a wider range of real-world settings, they should be able to safely and reliably navigate rapidly changing environments. While roboticists and computer ...

Recent developments have seen the integration of sophisticated optimisation methods with deep learning techniques, enhancing both the precision and speed of image reconstruction.