Comparative Analysis of Three General Game Players

Zhen Dong Li; Li Chao Feng; Shu Qing Zheng; Dian Xuan Gong

doi:10.4028/www.scientific.net/AMR.143-144.1117

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HomeAdvanced Materials ResearchAdvanced Materials Research Vols. 143-144Comparative Analysis of Three General Game Players

Comparative Analysis of Three General Game Players

Abstract:

This paper presents the cases of three Association for the Advancement of Artificial Intelligence (AAAI) General Game Playing (GGP) Competition winners named Clune player, Flux player and CADIA Player in detail. The paper describes architectures of three players and how they work. The paper gives insight into the approaches the three players take and key features of their models. Lastly, this paper makes further analysis about the advantages and disadvantages of the three players’ models and makes some comparisons among the three players.

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Periodical:

Advanced Materials Research (Volumes 143-144)

Pages:

1117-1121

DOI:

https://doi.org/10.4028/www.scientific.net/AMR.143-144.1117

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Online since:

October 2010

Authors:

Zhen Dong Li, Li Chao Feng, Shu Qing Zheng, Dian Xuan Gong

Keywords:

Artificial Intelligence (AI), General Game Player, General Game Playing

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References

[1] U.D. Commerce: ENIAC- A Survey of Domestic Electronic Digital Computing Systems - Computers with names starting with E through H. US Department of Commerce (1955).

Google Scholar

[2] S. Russell, and P. Norvig: Artificial Intelligence: A Modern Approach. Upper Saddle River, NJ: Prentice Hall (2003).

Google Scholar

[3] R. Kurzweil: The Age of Spiritual Machines. Penguin Books (1999).

Google Scholar

[4] P. McCorduck, N. MA and A.K. Peters: Machines Who Think. (2004).

Google Scholar

[5] X.W. Zhou: Real-time joint Landmark Recognition and Classifier Generation by an Evolving Fuzzy System. 2006 IEEE International Conference on Fuzzy Systems (2006), pp.1205-1212.

DOI: 10.1109/fuzzy.2006.1681863

Google Scholar

[6] J. Clune:. Heuristic evaluation functions for General Game Playing. In Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence (2007) pp.1134-1139.

Google Scholar

[7] H. Finnson: CADIA-Player: A General Game Playing Agent. Master's thesis, Reykjavik University, (2007).

Google Scholar

[8] S. Schiffel and M. Thielscher: Fluxplayer: A successful general game player. In Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence (2007), pp.1191-1196.

Google Scholar

[9] M. Thielscher: Reasoning Robots: The Art and Science of Programming Robotic Agents. Applied Logic Series. Kluwer (2005).

Google Scholar

[10] J. Schaeffer: The history heuristic and alpha-beta search enhancements in practice. IEEE Transactions on Pattern Analysis and Machine Intelligence vol. 11(1989), pp.1203-1212.

DOI: 10.1109/34.42858

Google Scholar

[11] H. Finnsson and Y. Bjornsson: Simulation-Based Approach to General Game Playing. Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence(2008), pp.259-264.

Google Scholar