Neurosymbolic Systems of Perception & Cognition: The Role of Attention

no code implementations • 2 Dec 2021 • Hugo Latapie, Ozkan Kilic, Kristinn R. Thorisson, Pei Wang, Patrick Hammer

A cognitive architecture aimed at cumulative learning must provide the necessary information and control structures to allow agents to learn incrementally and autonomously from their experience.

A Metamodel and Framework for Artificial General Intelligence From Theory to Practice

no code implementations • 11 Feb 2021 • Hugo Latapie, Ozkan Kilic, Gaowen Liu, Yan Yan, Ramana Kompella, Pei Wang, Kristinn R. Thorisson, Adam Lawrence, Yuhong Sun, Jayanth Srinivasa

This paper introduces a new metamodel-based knowledge representation that significantly improves autonomous learning and adaptation.

BIG-bench Machine Learning Federated Learning +4

A Metamodel and Framework for AGI

no code implementations • 28 Aug 2020 • Hugo Latapie, Ozkan Kilic

Can artificial intelligence systems exhibit superhuman performance, but in critical ways, lack the intelligence of even a single-celled organism?

Federated Learning object-detection +2