Amirhossein Asgharnia

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 10

Top Topics

Reinforcement Learning

Resource Allocation

Top Venues

Publications

Rachel Haighton, Amirhossein Asgharnia, Howard M. Schwartz, Sidney Givigi
An adaptable fuzzy reinforcement learning method for non-stationary environments. Neurocomputing 604 (2024)
Ahmed Sid-Ali, Ioannis Lambadaris, Yiqiang Q. Zhao, Gennady Shaikhet, Amirhossein Asgharnia
Exponentially Weighted Algorithm for Online Network Resource Allocation with Long-Term Constraints. CoRR (2024)
Rachel Haighton, Amirhossein Asgharnia, Howard Schwartz, Sidney Givigi
Hierarchical Reinforcement Learning for Non-Stationary Environments. SSCI (2023)
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 (2023)
Amirhossein Asgharnia, Howard Schwartz, Mohamed Maher Atia
Multi-objective fuzzy Q-learning to solve continuous state-action problems. Neurocomputing 516 (2023)
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) (2022)
Amirhossein Asgharnia, Howard M. Schwartz, Mohamed M. Atia
Multi-Invader Multi-Defender Differential Game Using Reinforcement Learning. FUZZ-IEEE (2022)
Amirhossein Asgharnia, Howard M. Schwartz, Mohamed M. Atia
Hierarchical Reinforcement Learning With Multi Discount Factors In A Differential Game. SSCI (2022)
Amirhossein Asgharnia, Howard M. Schwartz, Mohamed M. Atia
Deception in A Multi-agent Adversarial Game: The Game of Guarding Several Territories. SSCI (2020)
Amirhossein Asgharnia, Howard M. Schwartz, Mohamed M. Atia
Deception In The Game of Guarding Multiple Territories: A Machine Learning Approach. SMC (2020)