The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Jul. 21, 2026
Filed:
May. 21, 2021
Telefonaktiebolaget Lm Ericsson (Publ), Stockholm, SE;
Albin Larsson Forsberg, Täby, SE;
Filippo Vannella, Stockholm, SE;
Jaeseong Jeong, Solna, SE;
Ezeddin Al Hakim, London, GB;
Telefonaktiebolaget LM Ericsson (Publ), Stockholm, SE;
Abstract
Modelling an environment of a radio base station is provided and comprises training a reinforcement learning (RL) agent using a range of representations of an environment of a radio base station, wherein actions taken by the RL agent in the environment to arrive at a policy regarding a radio performance to be obtained for said environment are based on selected tilt angles of at least one antenna of the radio base station, performing an offline evaluation of the trained RL agent using pre-recorded real-world data representing the selected tilt angles and the corresponding obtained radio performance over said range of representations of the environment, determining, from the offline evaluation, if the trained RL agent complies with the pre-recorded real-world data, and if so performing a real-world deployment of the trained RL agent for said range of representations of the environment.