no code implementations • 6 Mar 2024 • Ruizhuo Song, Beiming Yuan
This paper achieves noteworthy progress in the realm of abstract reasoning, particularly in addressing Raven's Progressive Matrices (RPM) and Bongard-Logo challenges.
no code implementations • 5 Mar 2024 • Ruizhuo Song, Beiming Yuan
In this study, we introduce the Cross-Feature Network (CFN), a novel framework designed to separately extract concepts and features from images.
no code implementations • 5 Mar 2024 • Ruizhuo Song, Beiming Yuan
Abstract reasoning problems pose challenges to the perception and cognition abilities of AI algorithms, demanding deeper pattern recognition and inductive reasoning beyond mere identification of explicit image features.
no code implementations • IEEE Transactions on Cybernetics 2019 • Qinglai Wei, Ruizhuo Song, Member, IEEE, Zehua Liao, Benkai Li, and Frank L. Lewis
Abstract—In this paper, a new iterative adaptive dynamic programming (ADP) algorithm is developed to solve optimal impulsive control problems for infinite horizon discrete-time nonlinear systems.