Improving Dribbling, Passing, and Marking Actions in Soccer Simulation 2D Games Using Machine Learning

1 code implementation • 7 Jan 2024 • Nader Zare, Omid Amini, Aref Sayareh, Mahtab Sarvmaili, Arad Firouzkouhi, Stan Matwin, Amilcar Soares

The RoboCup 2D Soccer Simulation League is a stochastic, partially observable soccer environment in which 24 autonomous agents play on two opposing teams.

Pyrus Base: An Open Source Python Framework for the RoboCup 2D Soccer Simulation

1 code implementation • 22 Jul 2023 • Nader Zare, Aref Sayareh, Omid Amini, Mahtab Sarvmaili, Arad Firouzkouhi, Stan Matwin, Amilcar Soares

To conquer the challenges of C++ base codes and provide a powerful baseline for developing machine learning concepts, we introduce Pyrus, the first Python base code for SS2D.

Observation Denoising in CYRUS Soccer Simulation 2D Team For RoboCup 2023

1 code implementation • 27 May 2023 • Aref Sayareh, Nader Zare, Omid Amini, Arad Firouzkouhi, Mahtab Sarvmaili, Stan Matwin

The RoboCup competitions hold various leagues, and the Soccer Simulation 2D League is a major one among them.

Denoising

CYRUS Soccer Simulation 2D Team Description Paper 2022

1 code implementation • 22 May 2022 • Nader Zare, Arad Firouzkouhi, Omid Amini, Mahtab Sarvmaili, Aref Sayareh, Saba Ramezani Rad, Stan Matwin, Amilcar Soares

Soccer Simulation 2D League is one of the major leagues of RoboCup competitions.