Скачать или смотреть Inductive Logic Programming with dILP

We review the classic 2018 paper on a neurosymbolic approach to Inductive Logic Programming by Richard Evans and Ed Grefenstette.

Paper: https://jair.org/index.php/jair/artic...

Slides: https://labs.engineering.asu.edu/labv...

00:00 Introduction
12:26 ILP as Sat Solving
23:14 Neural architecture for differentiable ILP
36:43 Complexity analysis
41:14 Experimental evaluation
47:28 Q&A discussion with students

About the Channel
The Neuro Symbolic Channel provides the tutorials, courses, and research results on one of the most exciting areas in artificial intelligence and machine learning. With content originally from the AI course taught at Arizona State University, this channel brings you the latest at the intersection of symbolic methods (e.g., logic programming) and deep learning. Learn about the latest algorithms, Python packages, and progress toward larger goals such as artificial general intelligence (AGI).