Login / Signup
Amna Kopic
Publication Activity (10 Years)
Years Active: 2023-2024
Publications (10 Years): 4
Top Topics
Function Approximators
Wireless Networks
Reinforcement Learning
Power Allocation
Top Venues
ICC Workshops
WCNC
</>
Publications
</>
Amna Kopic
,
Erma Perenda
,
Haris Gacanin
Unveiling the Effects of Experience Replay on Deep Reinforcement Learning-based Power Allocation in Wireless Networks.
WCNC
(2024)
Amna Kopic
,
Erma Perenda
,
Haris Gacanin
Action Space-Independent Exploration Methods in Multi-Agent Deep Reinforcement Learning for Wireless Power Allocation.
WCNC
(2024)
Amna Kopic
,
Kenan Turbic
,
Haris Gacanin
On Reward Shaping Methods in Deep Reinforcement Learning for Radio Resource Management in Wireless Networks.
ICC Workshops
(2023)
Amna Kopic
,
Kenan Turbic
,
Haris Gacanin
On Effectiveness of Exploration Strategies in Deep Reinforcement Learning for Power Allocation in Multi-Carrier Wireless Systems.
ICC Workshops
(2023)