Mehmet Aydin

Publication Activity (10 Years)

Years Active: 2011-2020
Publications (10 Years): 3

Top Topics

Reinforcement Learning

Eligibility Traces

Security Threats

Resource Scheduling

Top Venues

Int. J. Distributed Syst. Technol.

Publications

Steven Walker-Roberts, Mohammad Hammoudeh, Omer Aldabbas, Mehmet Aydin, Ali Dehghantanha
Threats on the horizon: understanding security threats in the era of cyber-physical systems. J. Supercomput. 76 (4) (2020)
Ioan-Sorin Comsa, Sijing Zhang, Mehmet Aydin, Pierre Kuonen, Ramona Trestian, Gheorghita Ghinea
A Comparison of Reinforcement Learning Algorithms in Fairness-Oriented OFDMA Schedulers. Inf. 10 (10) (2019)
Ioan-Sorin Comsa, Sijing Zhang, Mehmet Aydin, Pierre Kuonen, Ramona Trestian, Gheorghita Ghinea
Enhancing User Fairness in OFDMA Radio Access Networks Through Machine Learning. Wireless Days (2019)
Ioan Sorin Comsa, Sijing Zhang, Mehmet Aydin, Jianping Chen, Pierre Kuonen, Jean-Frédéric Wagen
Adaptive proportional fair parameterization based LTE scheduling using continuous actor-critic reinforcement learning. GLOBECOM (2014)
Ioan Sorin Comsa, Mehmet Aydin, Sijing Zhang, Pierre Kuonen, Jean-Frédéric Wagen, Yao Lu
Scheduling policies based on dynamic throughput and fairness tradeoff control in LTE-A networks. LCN (2014)
Ioan Sorin Comsa, Sijing Zhang, Mehmet Aydin, Pierre Kuonen, Jean-Frédéric Wagen
A novel dynamic Q-learning-based scheduler technique for LTE-advanced technologies using neural networks. LCN (2012)
Ioan Sorin Comsa, Mehmet Aydin, Sijing Zhang, Pierre Kuonen, Jean-Frédéric Wagen
Multi Objective Resource Scheduling in LTE Networks Using Reinforcement Learning. Int. J. Distributed Syst. Technol. 3 (2) (2012)
Ioan Sorin Comsa, Mehmet Aydin, Sijing Zhang, Pierre Kuonen, Jean-Frédéric Wagen
Reinforcement learning based radio resource scheduling in LTE-advanced. ICAC (2011)