Using Deep Reinforcement Learning Methods for Autonomous Vessels in 2D Environments. - Mohammad Etemad; Nader Zare; Mahtab Sarvmaili; Amílcar Soares Júnior 001; Bruno Brandoli Machado; Stan Matwin (Canadian AI, 2020)

Cyrus 2D Simulation Team Description Paper2018. - Nader Zare; Mohsen Sadeghipour; Ashkan Keshavarzi; Mahtab Sarvmaili; Amin Nikanjam; Reza Aghayari; Arad Firouzkoohi; Mohammad Abolnejad; Sina Elahimanesh; Amin Akhgari (CoRR, 2020)

A modularized framework for explaining hierarchical attention networks on text classifiers. - Mahtab Sarvmaili; Amílcar Soares 001; Riccardo Guidotti; Anna Monreale; Fosca Giannotti; Dino Pedreschi; Stan Matwin (Canadian AI, 2021)

Improving Dribbling, Passing, and Marking Actions in Soccer Simulation 2D Games Using Machine Learning. - Nader Zare; Omid Amini; Aref Sayareh; Mahtab Sarvmaili; Arad Firouzkouhi; Stan Matwin; Amílcar Soares 001 (RoboCup, 2021)

Engineering Features to Improve Pass Prediction in Soccer Simulation 2D Games. - Nader Zare; Mahtab Sarvmaili; Aref Sayareh; Omid Amini; Stan Matwin; Amílcar Soares 001 (RoboCup, 2021)

Continuous Control with Deep Reinforcement Learning for Autonomous Vessels. - Nader Zare; Bruno Brandoli; Mahtab Sarvmaili; Amílcar Soares 001; Stan Matwin (CoRR, 2021)

A Modularized Framework for Explaining Black Box Classifiers for Text Data. - Mahtab Sarvmaili; Riccardo Guidotti; Anna Monreale; Amílcar Soares 001; Zahra Sadeghi; Fosca Giannotti; Dino Pedreschi; Stan Matwin (Canadian AI, 2022)

Cyrus2D Base: Source Code Base for RoboCup 2D Soccer Simulation League. - Nader Zare; Omid Amini; Aref Sayareh; Mahtab Sarvmaili; Arad Firouzkouhi; Saba Ramezani Rad; Stan Matwin; Amílcar Soares 001 (RoboCup, 2022)

CYRUS Soccer Simulation 2D Team Description Paper 2022. - Nader Zare; Arad Firouzkouhi; Omid Amini; Mahtab Sarvmaili; Aref Sayareh; Saba Ramezani Rad; Stan Matwin; Amílcar Soares 001 (CoRR, 2022)

CYRUS Soccer Simulation 2D Team Description Paper 2021. - Nader Zare; Aref Sayareh; Mahtab Sarvmaili; Omid Amini; Amílcar Soares 001; Stan Matwin (CoRR, 2022)

Observation Denoising in CYRUS Soccer Simulation 2D Team For RoboCup 2023. - Aref Sayareh; Nader Zare; Omid Amini; Arad Firouzkouhi; Mahtab Sarvmaili; Stan Matwin (CoRR, 2023)

Pyrus Base: An Open Source Python Framework for the RoboCup 2D Soccer Simulation. - Nader Zare; Aref Sayareh; Omid Amini; Mahtab Sarvmaili; Arad Firouzkouhi; Stan Matwin; Amílcar Soares 001 (CoRR, 2023)

Towards Understanding the Feasibility of Machine Unlearning. - Mahtab Sarvmaili; Hassan Sajjad 001; Ga Wu (CoRR, 2024)

Data-centric Prediction Explanation via Kernelized Stein Discrepancy. - Mahtab Sarvmaili; Hassan Sajjad 001; Ga Wu (ICLR, 2025)