Game balancing with ecosystem mechanism

作者: Wen Xia , Bhojan Anand

DOI: 10.1109/SAPIENCE.2016.7684145

关键词:

摘要: To adapt game difficulty upon character's strength, Dynamic Difficulty Adjustment (DDA) and some other learning strategies have been applied in commercial designs. However, most of the existing approaches could not ensure diversity results, rarely attempted to coordinate content generation behaviour control together. This paper suggests a solution that is based on multi-level swarm model ecosystem mechanism, order provide more flexible way balance control.

参考文章(36)
Peng Huo, Simon Chi-Keung Shiu, HaiBo Wang, Ben Niu, Case Indexing Using PSO and ANN in Real Time Strategy Games Lecture Notes in Computer Science. pp. 106- 115 ,(2009) , 10.1007/978-3-642-11164-8_18
Brian Schwab, AI Game Engine Programming ,(2004)
A.M. Abdelbar, S. Ragab, S. Mitri, Co-evolutionary particle swarm optimization applied to the 7/spl times/7 Seega game international joint conference on neural network. ,vol. 1, pp. 243- 248 ,(2004) , 10.1109/IJCNN.2004.1379907
Qianzhi Ma, Xiujuan Lei, Application of Improved Particle Swarm Optimization Algorithm in UCAV Path Planning Artificial Intelligence and Computational Intelligence. ,vol. 5855, pp. 206- 214 ,(2009) , 10.1007/978-3-642-05253-8_23
Jonathan Roberts, Ke Chen, Learning-Based Procedural Content Generation IEEE Transactions on Computational Intelligence and AI in Games. ,vol. 7, pp. 88- 101 ,(2015) , 10.1109/TCIAIG.2014.2335273
Raymond Louis Specht, Development of Ecosystem Research International Scholarly Research Notices. ,vol. 2011, pp. 1- 20 ,(2011) , 10.5402/2011/897578
Martin Jennings-Teats, Gillian Smith, Noah Wardrip-Fruin, Polymorph: dynamic difficulty adjustment through level generation Proceedings of the 2010 Workshop on Procedural Content Generation in Games. pp. 11- ,(2010) , 10.1145/1814256.1814267
Hanning Chen, Yunlong Zhu, Kunyuan Hu, Xiaoxian He, Hierarchical Swarm Model: A New Approach to Optimization Discrete Dynamics in Nature and Society. ,vol. 2010, pp. 514- 543 ,(2010) , 10.1155/2010/379649