• 3 Learning Background Knowledge
  • 3.1 Predicate Invention
  • 3.2 Lifelong Learning

• IJCAI 2020
• https://www.ijcai.org/proceedings/2020/0673.pdf
• A short survey on ILP.
• recursive, generalize, learning BK, ASP, NN, future directions

3 Learning Background Knowledge

• facts and rules
• theory of light to understand images
• higher-order, map/3, filter/3, fold/4, programming puzzles.
• feature engineering

3.1 Predicate Invention

• complex search
• metarule, higher-order
• \(CUR^2LED\), different similarities for different tasks
• ALPs (encode-decode)

3.2 Lifelong Learning

标签：Predicate,Turning,Background,30,Programming,2020,Learning,Lifelong,IJCAI
来源： https://www.cnblogs.com/minor-second/p/15497009.html