Ricardo Da Silva Souza

Title: Innovations of Ricardo Da Silva Souza

Introduction

Ricardo Da Silva Souza is a notable inventor based in Indaiatuba, Brazil. He has made significant contributions to the field of wireless communication and machine learning. With a total of 4 patents to his name, his work continues to influence advancements in technology.

Latest Patents

Among his latest patents is the "Radio network node, and method performed therein." This invention relates to methods performed by a radio network node for handling communication in a wireless communication network. The radio network node dynamically applies different muting patterns for muting an active component of one or more antenna branches and/or panels. These muting patterns are associated with various types of physical channels used for communication and parameters related to user equipment (UEs). The radio network node performs communication using these dynamically applied patterns.

Another significant patent is focused on "Machine-learning models and apparatus." This invention provides methods and apparatus for implementing reinforcement learning. The method involves a client node that instructs actions in an environment according to a policy. It identifies critical states of the environment where the current policy may provide unreliable actions. The method includes transmitting a retraining request to a server, which generates a new policy using reinforcement learning based on the critical states.

Career Highlights

Ricardo Da Silva Souza is currently employed at Telefonaktiebolaget LM Ericsson (publ), a leading company in telecommunications. His work at Ericsson has allowed him to explore innovative solutions in wireless communication and machine learning.

Collaborations

Throughout his career, Ricardo has collaborated with talented individuals such as Jean Paulo Martins and Klaus Raizer. These collaborations have contributed to the development of his innovative patents and advancements in technology.

Conclusion

Ricardo Da Silva Souza is a prominent inventor whose work in wireless communication and machine learning has led to several impactful patents. His contributions continue to shape the future of technology in significant ways.