An Analysis of Reinforcement Learning Applied to Coach Task in IEEE Very Small Size Soccer. - Carlos H. C. Pena; Mateus G. Machado; Mariana S. Barros; José D. P. Silva; Lucas D. Maciel; Tsang Ing Ren; Edna Natividade da Silva Barros; Pedro H. M. Braga; Hansenclever F. Bassani (LARS/SBR/WRE, 2020)

A Framework for Studying Reinforcement Learning and Sim-to-Real in Robot Soccer. - Hansenclever F. Bassani; Renie A. Delgado; José Nilton de O. Lima Junior; Heitor R. Medeiros; Pedro H. M. Braga; Mateus G. Machado; Lucas H. C. Santos; Alain Tapp (CoRR, 2020)

rSoccer: A Framework for Studying Reinforcement Learning in Small and Very Small Size Robot Soccer. - Felipe B. Martins; Mateus G. Machado; Hansenclever F. Bassani; Pedro H. M. Braga; Edna Barros (RoboCup, 2021)

Reinforcement Learning-driven automatic calibration for color segmentation-based robot detection. - Clara Acruchi; Geovany Icaro L. Nunes; Thiago José A. Souza; Breno Cavalcanti; Adiel Teixeira de A. Filho; Mateus G. Machado; Edna Natividade da Silva Barros (LARS, 2024)

SPO: Single Pass Optimization for Soccer Simulation 2D. - Walber M. Rodrigues; Pedro V. Cunha; Rafael R. De Labio; Mateus G. Machado; Paulo Salgado Gomes de Mattos Neto; Edna Natividade da Silva Barros (LARS, 2024)

Planning the Path with Reinforcement Learning: Optimal Robot Motion Planning in RoboCup Small Size League Environments. - Mateus G. Machado; João G. Melo; Cleber Zanchettin; Pedro H. M. Braga; Pedro V. Cunha; Edna Natividade da Silva Barros; Hansenclever F. Bassani (RoboCup, 2024)

Controlled time series forecasting for oil reservoir management. - Alexandre de Souza; Juan Alberto Rojas Tueros; Mateus G. Machado; Rafael F. V. C. Santos; Ramiro B. Willmersdorf; Silvana Maria Bastos Afonso; Leonardo C. Oliveira; Bernardo Horowitz (Neural Comput. Appl., 2024)