Abstract
A large part of the technology development depends on the needs of users. Apart from the hardware requirements for programs used by large companies or smaller groups, the wide applications and hardware load are games and graphics. Increasing the quality of games by improving their story quality requires a lot of more efficient and effective algorithms. In this work, we propose the use of a hybrid approach to the management of opponents’ movements on the classic two-dimensional game called the Tron. Our solution is based on the use of the idea of a simulated annealing algorithm in order to select the agent’s movement technique depending on the cost function. The algorithm has been implemented and tested depending on the used parameters. Obtained results were discussed depending on the advantages and disadvantages of using this type of solution in more complex games.
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References
Chodarev, S., Bacíková, M.: Development of Oberon-0 using YAJCo. In: 2017 IEEE 14th International Scientific Conference on Informatics, pp. 122–127. IEEE (2017)
Beritelli, F., Capizzi, G., Sciuto, G.L., Napoli, C., Scaglione, F.: Automatic heart activity diagnosis based on gram polynomials and probabilistic neural networks. Biomed. Eng. Lett. 8(1), 77–85 (2018)
Włodarczyk-Sielicka, M., Wawrzyniak, N.: Problem of bathymetric big data interpolation for inland mobile navigation system. In: Damaševičius, R., Mikašytė, V. (eds.) ICIST 2017. CCIS, vol. 756, pp. 611–621. Springer, Cham (2017). https://doi.org/10.1007/978-3-319-67642-5_51
Marszałek, Z.: Parallelization of modified merge sort algorithm. Symmetry 9(9), 176 (2017)
Gabryel, M.: A bag-of-features algorithm for applications using a NoSQL database. In: Dregvaite, G., Damasevicius, R. (eds.) ICIST 2016. CCIS, vol. 639, pp. 332–343. Springer, Cham (2016). https://doi.org/10.1007/978-3-319-46254-7_26
Rohlfshagen, P., Liu, J., Perez-Liebana, D., Lucas, S.M.: Pac-Man conquers academia: two decades of research using a classic arcade game. IEEE Trans. Games (2017)
Ye, M., Hu, G.: Game design and analysis for price-based demand response: an aggregate game approach. IEEE Trans. Cybern. 47(3), 720–730 (2017)
Khalifa, A., Green, M.C., Perez-Liebana, D., Togelius, J.: General video game rule generation. In: 2017 IEEE Conference on Computational Intelligence and Games (CIG), pp. 170–177. IEEE (2017)
Grossi, G., Ross, B.: Evolved communication strategies and emergent behaviour of multi-agents in pursuit domains. In: 2017 IEEE Conference on Computational Intelligence and Games (CIG), pp. 110–117. IEEE (2017)
Esmaeili, A., Mozayani, N., Motlagh, M.R.J., Matson, E.T.: A socially-based distributed self-organizing algorithm for holonic multiagent systems: case study in a task environment. Cogn. Syst. Res. 43, 21–44 (2017)
Kunanusont, K., Lucas, S.M., Pérez-Liébana, D.: General video game AI: learning from screen capture. In: 2017 IEEE Congress on Evolutionary Computation (CEC), pp. 2078–2085. IEEE (2017)
Ašeriškis, D., Damaševicius, R.: Gamification patterns for gamification applications. Procedia Comput. Sci. 39, 83–90 (2014)
Kirkpatrick, S., Gelatt, C.D., Vecchi, M.P.: Optimization by simulated annealing. Science 220(4598), 671–680 (1983)
Acknowledgments
Authors acknowledge contribution to this project of the “Diamond Grant 2016” No. 0080/DIA/2016/45 from the Polish Ministry of Science and Higher Education and the Rector pro-quality grant No. 09/010/RGJ18/0033 at the Silesian University of Technology, Poland.
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Połap, D., Woźniak, M. (2018). The Impact of the Cost Function on the Operation of the Intelligent Agent in 2D Games. In: Damaševičius, R., Vasiljevienė, G. (eds) Information and Software Technologies. ICIST 2018. Communications in Computer and Information Science, vol 920. Springer, Cham. https://doi.org/10.1007/978-3-319-99972-2_23
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DOI: https://doi.org/10.1007/978-3-319-99972-2_23
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