Search Results for author: Omid Amini

Found 9 papers, 4 papers with code

Engineering Features to Improve Pass Prediction in Soccer Simulation 2D Games

no code implementations7 Jan 2024 Nader Zare, Mahtab Sarvmaili, Aref Sayareh, Omid Amini, Stan Matwin Amilcar Soares

We propose an embedded data extraction module that can record the decision-making of agents in an online format.

Decision Making

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

1 code implementation7 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 implementation22 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 implementation27 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

Voronoi tilings, toric arrangements and degenerations of line bundles III

no code implementations3 Feb 2021 Omid Amini, Eduardo Esteves

Moreover, we thoroughly describe this closed substack and all the closed substacks that arise in this way as certain torus quotients of the arrangements of toric varieties of Part II determined by the Voronoi tilings of Euclidean spaces studied in Part I.

Algebraic Geometry

Voronoi tilings, toric arrangements and degenerations of line bundles II

no code implementations31 Dec 2020 Omid Amini, Eduardo Esteves

In this part, we describe the arrangements of toric varieties associated to these tilings.

Algebraic Geometry Combinatorics

Voronoi tilings, toric arrangements and degenerations of line bundles I

no code implementations31 Dec 2020 Omid Amini, Eduardo Esteves

We describe limits of line bundles on nodal curves in terms of toric arrangements associated to Voronoi tilings of Euclidean spaces.

Combinatorics Algebraic Geometry

Tropical Clemens-Schmid sequence and existence of tropical cycles with a given cohomology class

no code implementations24 Dec 2020 Omid Amini, Matthieu Piquerez

This is a sequel to our work in tropical Hodge theory.

Algebraic Geometry Combinatorics Complex Variables Differential Geometry Geometric Topology

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