Advances in Neuro Symbolic Reasoning and Learning - Graduate Seminar Review

Explore select advances in neuro symbolic reasoning and learning in this graduate-level seminar lecture from fall 2022. Delve into major areas of progress over the previous five years, including general frameworks, Logic Program Known A-Priori, ILP methods, Ontological Neural Networks, verification, and other related topics. Access accompanying slides for a comprehensive overview of neurosymbolic frameworks. Gain insights into this exciting field at the intersection of symbolic methods and deep learning, originally presented at Arizona State University. Discover the latest algorithms, Python packages, and progress towards artificial general intelligence (AGI) in this 10-minute discussion on cutting-edge artificial intelligence and machine learning concepts.

General Frameworks: Logic Program Known A-Priori
ILP Methods
Ontological Neural Networks
Verification
Other Topics