Muggleton, Stephen H.
- Inductive logic programming at 30
2021/02/21 by Andrew Cropper, Cropper, Andrew, Sebastijan Dumančić +5 · 1 voice · 8 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.AI #cs.LG
- Abductive Knowledge Induction From Raw Data
2020/10/07 by Wang-Zhou Dai, Stephen H. Muggleton, Dai, Wang-Zhou +1 · 1 voice · 6 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.AI #cs.LG
- Turning 30: New Ideas in Inductive Logic Programming
2020/02/25 by Andrew Cropper, Cropper, Andrew, Sebastijan Dumančić +3 · 1 voice · 4 citations
#cs.AI #cs.LG
- Learning higher-order logic programs
2019/07/25 by Cropper, Andrew, Morel, Rolf, Muggleton, Stephen H. · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Can Meta-Interpretive Learning outperform Deep Reinforcement Learning of\n Evaluable Game strategies?
2019/02/26 by Céline Hocquette, Hocquette, Céline, Stephen H. Muggleton +2 · 1 voice
Computer Science · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Games #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #cs.AI #cs.LG
- Meta-Interpretive Learning as Metarule Specialisation
2021/06/09 by Patsantzis, Stassa, Muggleton, Stephen H. · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Logic in Computer Science (cs.LO) #Machine Learning (cs.LG)
- Beneficial and Harmful Explanatory Machine Learning
2020/09/09 by Lun Ai, Ai, Lun, Stephen Muggleton +7 · 1 citation
Computer Science · #AI-based Problem Solving and Planning #Artificial Intelligence (cs.AI) #Computability, Logic, AI Algorithms #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG)