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Knowledge Representation for Hybrid and Compositional AI
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KRHCAI 2021 KRHCAI Home Join Program Speakers Organization Call KRHCAI 2021 Workshop on Knowledge Representation for Hybrid & Compositional AI at KR2021 3rd November 2021, UTC 08:30 - 15:00 Why KRHCAI AI research over the past few decades has highlighted the strengths and weaknesses of both symbolic and machine learning approaches to AI, with some weaknesses in one being strengths in the other. Much is also known about the fragmentation of the field along these two approaches. However, recent discussions in AI have highlighted the need to integrate both symbolic and sub-symbolic methods, in a hybrid approach to AI, to create novel techniques that leverage both reasoning and learning. This workshop seeks to contribute to this discussion by exploring the following: a systems approach to AI, the use of composable AI components, leveraging the best of both symbolic and sub-symbolic techniques in hybrid reasoning and learning architectures. ...
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