On Principal Curve-Based Classifiers and Similarity-Based Selective Sampling in Time-Series

no code implementations • 10 Apr 2022 • Aref Hakimzadeh, Koorush Ziarati, Mohammad Taheri

Any variation in time spans between input data points causes performance attenuation in recurrent neural network architectures.

Time Series Time Series Analysis

Interpretable Reinforcement Learning Inspired by Piaget's Theory of Cognitive Development

no code implementations • 1 Feb 2021 • Aref Hakimzadeh, Yanbo Xue, Peyman Setoodeh

Endeavors for designing robots with human-level cognitive abilities have led to different categories of learning machines.

reinforcement-learning Reinforcement Learning (RL)

Enacted Visual Perception: A Computational Model based on Piaget Equilibrium

no code implementations • 30 Jan 2021 • Aref Hakimzadeh, Yanbo Xue, Peyman Setoodeh

In Maurice Merleau-Ponty's phenomenology of perception, analysis of perception accounts for an element of intentionality, and in effect therefore, perception and action cannot be viewed as distinct procedures.