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Mario AI Competition

사실 여유만 있다면 이런 거나 하고 살았으면 재밌겠는데.....

Scrapped from : http://julian.togelius.com/mariocompetition2009/index.php



Mario AI Competition

Sergey Karakovskiy andJulian Togelius

In association with the IEEE Consumer Electronics Society Games Innovation Conference 2009 and with the IEEE Symposium on Computational Intelligence and Games

Deadlines: August 18 (ICE-GIC) and September 3 (CIG)

Overview
Getting started
Advanced options
Rules
Submitting your controller
ICE-GIC league table
CIG league table

Last update: August 12, 2009

Overview

This competition is about learning, or otherwise developing, the best controller (agent) for a version of Super Mario Bros.

The controller's job is to win as many levels (of increasingdifficulty) as possible. Each time step (24 per second in simualatedtime) the controller has to decide what action to take (left, right,jump etc) in response to the environment around Mario.

We are basing the competition on a heavily modified version of the Infinite Mario Brosgame by Markus Persson. That game is an all-Java tribute to theNintendo's seminal Super Mario Bros game, with the added benefit ofendless random level generation. We believe that playing this game wellis a challenge worthy of the best players, the best programmers and thebest learning algorithms alike.

One of the main purposes of this competition is to be able tocompare different controller development methodologies against eachother, both those based on learning techniques such as artificialevolution and those that are completely hand-coded. So we hope to getsubmissions based on evolutionary neural networks, genetic programming,fuzzy logic, temporal difference learning, human ingenuity, hybrids ofthe above, etc. The more the merrier! (And better for science.)

There are cash prizes associated with each phase ofthe competition; USD 500 for the winner of the CIG phase, and USD 200,100 and 50 respectively to the winners of the ICE-GIC phase. At leastone member of the winning team need to be registered and present at therelevant conference to receive the prize money, however it is possibleto win the competition and receive the certificate for this withoutattending the conference.

We welcome feedback on both web page, organization and software.

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