Using reinforcement learning techniques to select the best action in setplays with multiple possibilities in robocup soccer simulation teams

JA Fabro, LP Reis, N Lau - 2014 joint conference on robotics …, 2014 - ieeexplore.ieee.org
Set plays are predefined collaborative coordinate actions that players from any sport can
use to gain advantage over its adversaries. Recently, a complete framework for creation and …

New reinforcement learning algorithm for robot soccer

M Yoon, J Bekker, S Kroon - orion, 2017 - ajol.info
Reinforcement Learning (RL) is a powerful technique to develop intelligent agents in the
field of Artificial Intelligence (AI). This paper proposes a new RL algorithm called the …

Football simulation modeling with fuzzy rule interpolation-based fuzzy automaton

D Vincze, A Tóth, M Niitsuma - 2020 17th International …, 2020 - ieeexplore.ieee.org
A Fuzzy Rule Interpolation-based (FRI) fuzzy automaton for controlling a football match
simulation is going to be introduced in this paper. Controlling the agents (football players) of …

Improve Performance of Attack in the Team Robots Soccer using Reinforcement Learning

M Khaksar, V Derhami, M Rezaeian - TABRIZ JOURNAL OF …, 2018 - tjee.tabrizu.ac.ir
Due to the impossibility of predicting all possible states for agents in a wide dynamic multi-
agent system, machine learning methods are useful tools to control agent behavior …

[PDF][PDF] FCP_GPR_2014 Team: Joining Setplays from FCPortugal with Reinforcement Learning from GPR2D to Improve Decision-Making in Multi-Option Setplays

JA Fabro, BO Oenning, V Brenner… - … , João Pessoa–Brazil, 2014 - chaosscripting.net
FCPortugal 2D is a team from Portugal (Universities of Aveiro, Minho and Porto) that
participates in Robocup for a long time (since 1999, being the 2000 world champion in the …

Developing basic soccer skills using reinforcement learning for the RoboCup Small Size League

M Yoon - 2015 - scholar.sun.ac.za
This study has started as part of a research project at Stellenbosch University (SU) that aims
at building a team of soccer-playing robots for the RoboCup Small Size League (SSL). In the …

Futball szimuláció megvalósítása fuzzy szabály interpoláció alapú fuzzy automatával

T Alex, V Dávid - Multidiszciplináris Tudományok, 2019 - ojs.uni-miskolc.hu
Jelen cikk egy fuzzy automatával vezérelt futball szimuláció modelljét mutatja be. A
szimuláció ágenseinek (játékosainak) irányítása olyan fuzzy szabálybázisokkal történik …

[PDF][PDF] FCP GPR 2015 Team Description Paper: Using Setplays and Self Adjusted positioning in simulated soccer teams

JA Fabro, V Brenner, N Lau - Proceedings of RoboCup, 2015 - chaosscripting.net
FCP_GPR_2015 is the result of joining forces between FCPortugal (from Portuguese
universities of Aveiro, Minho and Porto) and GPR-2D (from Brazilian Federal University of …

[PDF][PDF] FCP_GPR_2016 Team Description Paper: Advances in using Setplays for simulated soccer teams.

JA Fabro, V Brenner, LP Reis, N Lau - 2016 - 2016.robocup.org
FCP_GPR_2016 continues the effort of evaluating the use of pre-defined setplays in
simulated soccer. The team brings together effort of an international team of researchers of …

Uma Revisao sobre Tecnologias Aplicadas ao Futebol de Robôs

WC de Jesus, ES Santos, GS dos Santos… - … de Automática-CBA, 2020 - sba.org.br
O futebol de robôs se apresenta hoje como um importante ambiente de teste nas áreas de
inteligência artificial, visão computacional e controle, sendo assim uma linha de pesquisa …