Stephen H. Muggleton

4 papers · 2015–2020 · 1 venue · across top CS/AI venues

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Achievements

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🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird

Venues

IJCAI (4)

Top co-authors

Andrew Cropper (3) Céline Hocquette (1) Sebastijan Dumancic (1)

Research topics

Artificial Intelligence (2) Machine Learning (2) Learning Types (2) Knowledge & Reasoning (1) Core AI (1) Core Methods (1) Learning Paradigms · Artificial Intelligence (1) Learning Paradigms · Machine Learning (1) Reasoning (1)

Keywords

inductive logic programming (2) knowledge representation (1) interpretable machine learning (1) program synthesis (1) automated reasoning (1) answer set programming (1) logic programming (1) predicate invention (1) meta-interpretive learning (1) bottom-up learning (1) second-order logic (1) clause learning (1) few-shot learning (1) neural network (1)

Papers

Complete Bottom-Up Predicate Invention in Meta-Interpretive Learning IJCAI 2020 Turning 30: New Ideas in Inductive Logic Programming IJCAI 2020 Learning Higher-Order Logic Programs through Abstraction and Invention IJCAI 2016 Learning Efficient Logical Robot Strategies Involving Composable Objects IJCAI 2015