Off-policy Learning for Remote Electrical Tilt Optimization

21 May 2020

Papers citing "Off-policy Learning for Remote Electrical Tilt Optimization"

8 / 8 papers shown

Title
Continual Model-based Reinforcement Learning for Data Efficient Wireless Network Optimisation Cengis Hasan Alexandros Agapitos David Lynch Alberto Castagna Giorgio Cruciata Hao Wang Aleksandar Milenovic 46 0 0 30 Apr 2024
Multi-Agent Reinforcement Learning with Common Policy for Antenna Tilt Optimization Adriano Mendo José Outes Carnero Yak Ng-Molina J. Ramiro-Moreno 11 5 0 24 Feb 2023
Learning Optimal Antenna Tilt Control Policies: A Contextual Linear Bandit Approach Filippo Vannella Alexandre Proutière Yassir Jedra Jaeseong Jeong 18 7 0 06 Jan 2022
Coordinated Reinforcement Learning for Optimizing Mobile Networks Maxime Bouton Hasan Farooq Julien Forgeat Shruti Bothe Meral Shirazipour P. Karlsson 28 11 0 30 Sep 2021
Safe RAN control: A Symbolic Reinforcement Learning Approach Alexandros Nikou A. Mujumdar Vaishnavi Sundararajan Marin Orlic Aneta Vulgarakis Feljan 31 3 0 03 Jun 2021
Symbolic Reinforcement Learning for Safe RAN Control Alexandros Nikou A. Mujumdar Marin Orlic Aneta Vulgarakis Feljan 11 10 0 11 Mar 2021
A Safe Reinforcement Learning Architecture for Antenna Tilt Optimisation Erik Aumayr Saman Feghhi Filippo Vannella Ezeddin Al Hakim Grigorios Iakovidis 8 7 0 02 Dec 2020
Remote Electrical Tilt Optimization via Safe Reinforcement Learning Filippo Vannella Grigorios Iakovidis Ezeddin Al Hakim Erik Aumayr Saman Feghhi OffRL 14 21 0 12 Oct 2020