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We review disruptive innovations introduced in the RoboCup 2D Soccer Simulation League over the twenty years since its inception, and trace the progress of our champion team (Gliders). We conjecture that the League has been developing as an…

Multiagent Systems · Computer Science 2016-12-06 Mikhail Prokopenko , Peter Wang

Soccer Simulation 2D League is one of the major leagues of RoboCup competitions. In a Soccer Simulation 2D (SS2D) game, two teams of 11 players and one coach compete against each other. Several base codes have been released for the RoboCup…

The RoboCup 2D Simulation League incorporates several challenging features, setting a benchmark for Artificial Intelligence (AI). In this paper we describe some of the ideas and tools around the development of our team, Gliders2012. In our…

Artificial Intelligence · Computer Science 2012-11-22 Edward Moore , Oliver Obst , Mikhail Prokopenko , Peter Wang , Jason Held

The RoboCup 3D Soccer Simulation League serves as a competitive platform for showcasing innovation in autonomous humanoid robot agents through simulated soccer matches. Our team, FC Portugal, developed a new codebase from scratch in Python…

Robotics · Computer Science 2025-05-27 Miguel Abreu , Luis Paulo Reis , Nuno Lau

The RoboCup competitions hold various leagues, and the Soccer Simulation 2D League is a major one among them. Soccer Simulation 2D (SS2D) match involves two teams, including 11 players and a coach, competing against each other. The players…

Artificial Intelligence · Computer Science 2023-06-01 Aref Sayareh , Nader Zare , Omid Amini , Arad Firouzkouhi , Mahtab Sarvmaili , Stan Matwin

Soccer Simulation 2D (SS2D) is a simulation of a real soccer game in two dimensions. In soccer, passing behavior is an essential action for keeping the ball in possession of our team and creating goal opportunities. Similarly, for SS2D,…

Artificial Intelligence · Computer Science 2024-01-09 Nader Zare , Mahtab Sarvmaili , Aref Sayareh , Omid Amini , Stan Matwin Amilcar Soares

The RoboCup competition was started in 1997, and is known as the oldest RoboCup league. The RoboCup 2D Soccer Simulation League is a stochastic, partially observable soccer environment in which 24 autonomous agents play on two opposing…

Robotics · Computer Science 2024-01-09 Nader Zare , Omid Amini , Aref Sayareh , Mahtab Sarvmaili , Arad Firouzkouhi , Stan Matwin , Amilcar Soares

Soccer, also known as football in some parts of the world, involves two teams of eleven players whose objective is to score more goals than the opposing team. To simulate this game and attract scientists from all over the world to conduct…

Robotics · Computer Science 2023-08-01 Nader Zare , Aref Sayareh , Omid Amini , Mahtab Sarvmaili , Arad Firouzkouhi , Stan Matwin , Amilcar Soares

In LegenDary project, we started a new research based on Agent2D in RoboCup 2D soccer simulation. In this paper, we mainly present the team algorithms and structures which we used to develop our team in separated section. We have focused on…

Multiagent Systems · Computer Science 2019-04-18 Pourya Saljoughi , Reza Ma'anijou , Ehsan Fouladi , Narges Majidi , Saber Yaghoobi , Houman Fallah , Saeideh Zahedi

Cyrus 2D Soccer Simulation was established 2012 with the aim of research and develop in multi agents systems. This year we have joined with Ziziphus for collaboration and speed up our researches. This paper express a brief description of a…

Soccer Simulation 2D League is one of the major leagues of RoboCup competitions. In a Soccer Simulation 2D (SS2D) game, two teams of 11 players and one coach compete against each other. The players are only allowed to communicate with the…

Artificial Intelligence · Computer Science 2022-05-24 Nader Zare , Arad Firouzkouhi , Omid Amini , Mahtab Sarvmaili , Aref Sayareh , Saba Ramezani Rad , Stan Matwin , Amilcar Soares

Fractals2019 started as a new experimental entry in the RoboCup Soccer 2D Simulation League, based on Gliders2d code base, and advanced to become a RoboCup-2019 champion. We employ combinatorial optimisation methods, within the framework of…

Artificial Intelligence · Computer Science 2019-10-15 Mikhail Prokopenko , Peter Wang

We summarise the results of RoboCup 2D Soccer Simulation League in 2016 (Leipzig), including the main competition and the evaluation round. The evaluation round held in Leipzig confirmed the strength of RoboCup-2015 champion (WrightEagle,…

Multiagent Systems · Computer Science 2017-06-15 Mikhail Prokopenko , Peter Wang , Sebastian Marian , Aijun Bai , Xiao Li , Xiaoping Chen

RoboCup Soccer Simulation 2D (SS2D) research is hampered by the complexity of existing Cpp-based codes like Helios, Cyrus, and Gliders, which also suffer from limited integration with modern machine learning frameworks. This development…

Robotics · Computer Science 2024-06-11 Nader Zare , Aref Sayareh , Alireza Sadraii , Arad Firouzkouhi , Amilcar Soares

RoboCup offers a set of benchmark problems for Artificial Intelligence in form of official world championships since 1997. The most tactical advanced and richest in terms of behavioural complexity of these is the 2D Soccer Simulation…

Artificial Intelligence · Computer Science 2017-08-22 Olivia Michael , Oliver Obst

Beating the human world champions by 2050 is an ambitious goal of the Humanoid League that provides a strong incentive for RoboCup teams to further improve and develop their systems. In this paper, we present upgrades of our system which…

The FC Portugal 3D team is developed upon the structure of our previous Simulation league 2D/3D teams and our standard platform league team. Our research concerning the robot low-level skills is focused on developing behaviors that may be…

In this report, we briefly present the technical procedure and simulation steps for the 2D soccer simulation of team Cyrus. We emphasize on this document on how the prediction of teammates' behavior is performed. In our proposed method, the…

Robotics · Computer Science 2022-06-07 Nader Zare , Aref Sayareh , Mahtab Sarvmaili , Omid Amini , Amilcar Soares , Stan Matwin

This description includes some explanation about algorithms and also algorithms that are being implemented by Cyrus team members. The objectives of this description are to express a brief explanation about shoot, block, mark and defensive…

The RoboCup competitions hold various leagues, and the Soccer Simulation 2D League is a major among them. Soccer Simulation 2D (SS2D) match involves two teams, including 11 players and a coach for each team, competing against each other.…

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