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A computational theory for the learning of equivalence relations [PDF]

Frontiers in Human Neuroscience, 2011
Equivalence relations are logical entities that emerge concurrently with the development of language capabilities.In this work we propose a computational model that learns to build equivalence relations by learning simple conditional rules.
Sergio E Lew, Silvano B Zanutto, Silvano B Zanutto   +2 more
doaj   +4 more sources

Understanding Machine Learning Principles: Learning, Inference, Generalization, and Computational Learning Theory

Mathematics
Machine learning has become indispensable across various domains, yet understanding its theoretical underpinnings remains challenging for many practitioners and researchers.
Ke-Lin Du, Rengong Zhang, Bingchun Jiang, Jie Zeng, Jiabin Lu   +4 more
doaj   +3 more sources

Social learning through associative processes: a computational theory [PDF]

Royal Society Open Science, 2019
Social transmission of information is a key phenomenon in the evolution of behaviour and in the establishment of traditions and culture. The diversity of social learning phenomena has engendered a diverse terminology and numerous ideas about underlying ...
Johan Lind, Stefano Ghirlanda, Magnus Enquist   +2 more
doaj   +3 more sources

Too good to be true? Ideomotor Theory from a computational perspective

Frontiers in Psychology, 2012
In recent years, Ideomotor Theory has regained widespread attention and sparked the development of a number of theories on goal-directed behavior and learning. However, there are two issues with previous studies’ use of Ideomotor Theory.
Oliver eHerbort, Martin V. Butz, Martin V. Butz   +2 more
doaj   +3 more sources

Wi-Fi Assisted Contextual Multi-Armed Bandit for Neighbor Discovery and Selection in Millimeter Wave Device to Device Communications

Sensors, 2021
The unique features of millimeter waves (mmWaves) motivate its leveraging to future, beyond-fifth-generation/sixth-generation (B5G/6G)-based device-to-device (D2D) communications.
Sherief Hashima, Kohei Hatano, Hany Kasban, Ehab Mahmoud Mohamed   +3 more
doaj   +1 more source

Cost-Effective MAB Approaches for Reconfigurable Intelligent Surface Aided Millimeter Wave Relaying

IEEE Access, 2022
Recently, reconfigurable intelligent surface (RIS) relaying is suggested as a talented technology for extending the millimeter wave (mmWave) coverage. However, finding out the best RIS relay to maximize the achievable data rate is a too time-consuming ...
Ehab Mahmoud Mohamed, Sherief Hashima, Kohei Hatano, Mostafa M. Fouda   +3 more
doaj   +1 more source

Two-Stage Multiarmed Bandit for Reconfigurable Intelligent Surface Aided Millimeter Wave Communications

Sensors, 2022
A reconfigurable intelligent surface (RIS) is a promising technology that can extend short-range millimeter wave (mmWave) communications coverage. However, phase shifts (PSs) of both mmWave transmitter (TX) and RIS antenna elements need to be optimally ...
Ehab Mahmoud Mohamed, Sherief Hashima, Kohei Hatano, Saud Alhajaj Aldossari   +3 more
doaj   +1 more source

Load Balancing Multi-Player MAB Approaches for RIS-Aided mmWave User Association

IEEE Access, 2023
In this paper, multiple reconfigurable intelligent surface (RIS) boards are deployed to enhance millimeter wave (mmWave) communication in a harsh blockage environment, where mmWave line-of-sight (LoS) link is completely blocked.
Ehab Mahmoud Mohamed, Sherief Hashima, Kohei Hatano, Eiji Takimoto, Mohamed Abdel-Nasser   +4 more
doaj   +1 more source

A computational theory of motor learning [PDF]

Computational Intelligence, 1987
In this paper we present a computational theory of human motor performance and learning. The theory is implemented as a running AI system called MAGGIE. Given a description of a desired movement as input, the system generates simulated motor behavior as output.
Iba, Wayne, Langley, Pat
openaire   +2 more sources

AI-Enabled UAV Communications: Challenges and Future Directions

IEEE Access, 2022
Recently, unmanned aerial vehicles (UAVs) communications gained significant concentration as a talented technology for future wireless communications using its remarkable advantages and broad applicability.
Amira O. Hashesh, Sherief Hashima, Rokaia M. Zaki, Mostafa M. Fouda, Kohei Hatano, Adly S. Tag Eldien   +5 more
doaj   +1 more source