Improving MAX-MIN ant system performance with the aid of ART2-based Twin Removal method. - Mahsa Imani; Esmat Pakizeh; Mir Mohsen Pedram; Hamid R. Arabnia (IEEE ICCI, 2010)

Multi-criteria expertness based cooperative Q-learning. - Esmat Pakizeh; Maziar Palhang; Mir Mohsen Pedram (Appl. Intell., 2013)

Multi-criteria expertness based cooperative method for SARSA and eligibility trace algorithms. - Esmat Pakizeh; Mir Mohsen Pedram; Maziar Palhang (Appl. Intell., 2015)

A Dynamic and Task-Independent Reward Shaping Approach for Discrete Partially Observable Markov Decision Processes. - Sepideh Nahali; Hajer Ayadi; Jimmy X. Huang; Esmat Pakizeh; Mir Mohsen Pedram; Leila Safari (PAKDD (2), 2023)