Ms. Pac-Man Framework
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This Java-application contains all required components to simulate a game of Ms. Pac-Man and let an agent learn intelligent playing behaviour using reinforcement learning and either Q-Learning or SARSA.
The framework was developed by Luuk Bom and Ruud Henken, under supervision of Marco Wiering, Department of Artificial Intelligence, University of Groningen. It formed the basis of a bachelor's thesis titled "Using reinforcement learning with relative input to train Ms. Pac-Man", L.A.M. Bom (2012).
(Graphical) simulation of the game Ms. Pac-Man, Uses a small number of clever relative inputs to represent the game environment, Reinforcement learning with either Q-Learning or SARSA, Highly configurable and easy to tweak, Results can be exported to .CSV or plotted in graphs, Extensive documentation
Ms. Pac-Man Framework License - GNU General Public License version 3.0 (GPLv3)
Free download from Shareware Connection - This Java-application contains all required components to simulate a game of Ms.
Version: 1.0 | Platform: WinOther
Released Date: | Rating: 0 | Title: Ms. Pac-Man Framework
Author Url: http://sourceforge.net/projects/ms-pacman
Program Info Url: http://sourceforge.net/projects/ms-pacman
Download Url: http://sourceforge.net/projects/ms-pacman
Screenshot Url: http://sourceforge.net/projects/ms-pacman/screenshots/learningrate.jpg
GENOM 2005
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