osmarleandro/2048

N-Tuple Networks for the Game 2048

N-Tuple Networks for the Game 2048

This code allows to use n-tuple networks as an evaluation function for the game 2048. For more information please visit http://www.cs.put.poznan.pl/mszubert/projects/2048.html

Authors

• Marcin Szubert (http://www.cs.put.poznan.pl/mszubert)
• Wojciech Jaśkowski (http://www.cs.put.poznan.pl/wjaskowski)
• Paweł Liskowski (http://www.cs.put.poznan.pl/pliskowski)

Building

You need Java 1.7 and Maven. To build execute:

mvn package

Running

java -jar target/2048-1.0-jar-with-dependencies.jar players/best_standard_network.bin 100

Learning

see CIG2048ExperimentTDL class

Citing

Temporal Difference Learning of N-Tuple Networks for the Game 2048, Marcin Szubert and Wojciech Jaśkowski, Proceedings of IEEE Conference on Computational Intelligence and Games, August 2014, Dortmund, Germany (preprint)

License

Licensed under the Apache License, Version 2.0 (the "License"); you may not use code in this repository except in compliance with the License. You may obtain a copy of the License at

http://www.apache.org/licenses/LICENSE-2.0

Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License.