Login / Signup
Mehmet Aydin
ORCID
Publication Activity (10 Years)
Years Active: 2011-2020
Publications (10 Years): 3
Top Topics
Reinforcement Learning
Eligibility Traces
Security Threats
Resource Scheduling
Top Venues
LCN
Inf.
Wireless Days
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)