Giter Club home page Giter Club logo

multi-agent_platform's Introduction

Match outcome prediction

A project for the Distributed Artificial Intelligence and Intelligent Agents course (FTN, University of Novi Sad), built using Java EE technologies and Angular.

General

  • An agent framework that enables building multi-agent systems
  • For demonstration purposes, there have been implemented two types of agents
    • Chat application agents
      • UserAgent
      • UserHelperAgent
    • Match outcome prediction agents
      • CollectorAgent
      • PredictorAgent
      • MasterAgent

Overview of communication between match outcome prediction agents

  • When a prediction method is called, a master and predictor agent are started locally and a collector agent is started on each node in a cluster
  • Each collector agent replies to the predictor agent with the match data for selected teams
  • When data from all nodes has been forwarded to the predictor agent, it predicts the match outcome and sends the result to the master agent
  • Master agent displays the result via websocket

Setup

  • Java Enterprise Application
    • Download Wildfly 11 application server
    • Replace existing standalone-full-ha.xml file with the one provided here
    • For the non-master cluster node you must provide master node name in the connection.properties file
    • Publish chat-ear.ear to /standalone/deployments folder
  • Angular Application
    • Download Node.js (version 14.15.0 used for development)
    • Install Angular CLI (version 10.2.0 used for dvelopment)
    • Navigate to match-score-prediction-client project and type: npm install

Start the application

  • Java Enterprise Application

    • Navigate to /bin folder of Wildfly and type:

    Windows

    standalone.bat -c standalone-full-ha.xml
    

    Linux

    ./standalone.sh -c standalone-full-ha.xml
    
  • Angular Application

    • Navigate to match-score-prediction-client project and type:

    ng serve
    

multi-agent_platform's People

Contributors

tamararankovic avatar

Watchers

 avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.