2020
IJCAI
IJCAI 2020
From Statistical Relational to Neuro-Symbolic Artificial Intelligence
Abstract
Neuro-symbolic and statistical relational artificial intelligence both integrate frameworks for learning with logical reasoning. This survey identifies several parallels across seven different dimensions between these two fields. These cannot only be used to characterize and position neuro-symbolic artificial intelligence approaches but also to identify a number of directions for further research.
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Interdisciplinary Bridge
— Artificial Intelligence and Knowledge & Reasoning and Machine Learning
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Keyword Pioneer
— statistical relational ai
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Hot Topic Early Bird
— logical reasoning
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Cross-Pollinator
— Artificial Intelligence, Computer Science, Computer Vision, Data Science & Analytics, Deep Learning, Healthcare & Medicine, Interdisciplinary, Knowledge & Reasoning, Machine Learning, Mathematics & Optimization, Natural Language Processing, Reinforcement Learning, Robotics