Selecting Offline Reinforcement Learning Algorithms for Stochastic Network Control

Nicolas Helson, Pegah Alizadeh, Anastasios Giovanidis

Offline Reinforcement Learning (RL) is a promising approach for next-generation wireless networks, where online exploration is unsafe and large amounts of operational data can be r…