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Amirhossein Asgharnia

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affiliation: Carleton University, Department of Systems and Computer Engineering, Ottawa, Canada

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2020 – today

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2023
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Amirhossein Asgharnia, Howard Schwartz, Mohamed Maher Atia:
Multi-objective fuzzy Q-learning to solve continuous state-action problems. Neurocomputing 516: 115-132 (2023)
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Rachel Haighton, Amirhossein Asgharnia, Howard Schwartz, Sidney Givigi:
Hierarchical Reinforcement Learning for Non-Stationary Environments. SSCI 2023: 1421-1428
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Ahmed Sid-Ali, Ioannis Lambadaris, Yiqiang Q. Zhao, Gennady Shaikhet, Amirhossein Asgharnia:
Online Optimization for Network Resource Allocation and Comparison with Reinforcement Learning Techniques. CoRR abs/2311.10023 (2023)
2022
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Amirhossein Asgharnia, Howard M. Schwartz, Mohamed M. Atia:
Learning Deception Using Fuzzy Multi-Level Reinforcement Learning in a Multi-Defender One-Invader Differential Game. Int. J. Fuzzy Syst. 24(7): 3015-3038 (2022)
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Mir Masoud Ale Ali, Ali Jamali, Amirhossein Asgharnia, R. Ansari, Rammohan Mallipeddi:
Multi-objective Lyapunov-based controller design for nonlinear systems via genetic programming. Neural Comput. Appl. 34(2): 1345-1357 (2022)
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Amirhossein Asgharnia, Howard M. Schwartz, Mohamed M. Atia:
Multi-Invader Multi-Defender Differential Game Using Reinforcement Learning. FUZZ-IEEE 2022: 1-8
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Amirhossein Asgharnia, Howard M. Schwartz, Mohamed M. Atia:
Hierarchical Reinforcement Learning With Multi Discount Factors In A Differential Game. SSCI 2022: 686-693
2020
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Amirhossein Asgharnia, Howard M. Schwartz, Mohamed M. Atia:
Deception In The Game of Guarding Multiple Territories: A Machine Learning Approach. SMC 2020: 381-388
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Amirhossein Asgharnia, Howard M. Schwartz, Mohamed M. Atia:
Deception in A Multi-agent Adversarial Game: The Game of Guarding Several Territories. SSCI 2020: 1321-1327

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