438 citations · 582 across the 10 of their papers we have counts for
Showing 2016Show all
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math.OC2016
A Reinforcement Learning Approach to Power Control and Rate Adaptation in Cellular Networks
Euhanna Ghadimi, Francesco Davide Calabrese, Gunnar Peters +1
Optimizing radio transmission power and user data rates in wireless systems via power control requires an accurate and instantaneous knowledge of the system model. While this probl…
cs.NI2016★ 19 cited
Learning Radio Resource Management in 5G Networks: Framework, Opportunities and Challenges
Francesco Davide Calabrese, Li Wang, Euhanna Ghadimi +2
In the fifth generation (5G) of mobile broadband systems, Radio Resources Management (RRM) will reach unprecedented levels of complexity. To cope with the ever more sophisticated R…