Automatic abstraction controller in reinforcement learning agent via automata. - Seyed Sajad Mousavi; Behzad Ghazanfari; Nasser Mozayani; Mohammad Reza Jahed-Motlagh (Appl. Soft Comput., 2014)

Enhancing Nash Q-learning and Team Q-learning mechanisms by using bottlenecks. - Behzad Ghazanfari; Nasser Mozayani (J. Intell. Fuzzy Syst., 2014)

Extracting bottlenecks for reinforcement learning agent by holonic concept clustering and attentional functions. - Behzad Ghazanfari; Nasser Mozayani (Expert Syst. Appl., 2016)

Autonomous Extracting a Hierarchical Structure of Tasks in Reinforcement Learning and Multi-task Reinforcement Learning. - Behzad Ghazanfari; Matthew E. Taylor (CoRR, 2017)

Autonomous Extraction of a Hierarchical Structure of Tasks in Reinforcement Learning, A Sequential Associate Rule Mining Approach. - Behzad Ghazanfari; Fatemeh Afghah; Matthew E. Taylor (CoRR, 2018)

Simultaneous Multiple Features Tracking of Beats: A Representation Learning Approach to Reduce False Alarm Rate in ICUs. - Behzad Ghazanfari; Sixian Zhang; Fatemeh Afghah; Nathan Payton-McCauslin (BIBM, 2019)

An Unsupervised Feature Learning Approach to Reduce False Alarm Rate in ICUs. - Behzad Ghazanfari; Fatemeh Afghah; Kayvan Najarian; Sajad Mousavi; Jonathan Gryak; James Todd (EMBC, 2019)

Inverse Feature Learning: Feature Learning Based on Representation Learning of Error. - Behzad Ghazanfari; Fatemeh Afghah; Mohammad Taghi Hajiaghayi (IEEE Access, 2020)

Sequential Association Rule Mining for Autonomously Extracting Hierarchical Task Structures in Reinforcement Learning. - Behzad Ghazanfari; Fatemeh Afghah; Matthew E. Taylor (IEEE Access, 2020)

Deep Inverse Feature Learning: A Representation Learning of Error. - Behzad Ghazanfari; Fatemeh Afghah (CoRR, 2020)

Multi-level Feature Learning on Embedding Layer of Convolutional Autoencoders and Deep Inverse Feature Learning for Image Clustering. - Behzad Ghazanfari; Fatemeh Afghah (CoRR, 2020)

Piece-wise Matching Layer in Representation Learning for ECG Classification. - Behzad Ghazanfari; Fatemeh Afghah; Sixian Zhang (CoRR, 2020)