Modeling Game Avatar Synergy and Opposition through Embedding in Multiplayer Online Battle Arena Games

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Chen, Zhengxing; Xu, Yuyu; Nguyen, Truong-Huy D.; Sun, Yizhou; El-Nasr, Magy Seif;
  • Subject: Computer Science - Social and Information Networks | Computer Science - Artificial Intelligence
    acm: ComputingMilieux_PERSONALCOMPUTING

Multiplayer Online Battle Arena (MOBA) games have received increasing worldwide popularity recently. In such games, players compete in teams against each other by controlling selected game avatars, each of which is designed with different strengths and weaknesses. Intui... View more
  • References (35)
    35 references, page 1 of 4

    [Agarwala and Pearce 2014] Agarwala, A., and Pearce, M.

    2014. Learning dota 2 team compositions. Technical report, tech. rep., Stanford University.

    [Anagnostopoulos et al. 2012] Anagnostopoulos, A.; Becchetti, L.; Castillo, C.; Gionis, A.; and Leonardi, S. 2012.

    Online team formation in social networks. In Proceedings of the 21st international conference on World Wide Web, 839- 848. ACM.

    [Chen et al. 2016] Chen, Z.; Sun, Y.; Seif El-Nasr, M.; and Nguyen, T.-H. D. 2016. Player skill decomposition in multiplayer online battle arenas. In Meaningful Play.

    [Duchi, Hazan, and Singer 2011] Duchi, J.; Hazan, E.; and Singer, Y. 2011. Adaptive subgradient methods for online learning and stochastic optimization. Journal of Machine Learning Research 12(Jul):2121-2159.

    [Friedman 2001] Friedman, J. H. 2001. Greedy function approximation: a gradient boosting machine. Annals of statistics 1189-1232.

    [Jolliffe 2002] Jolliffe, I. 2002. Principal component analysis. Wiley Online Library.

    [Kim et al. 2016] Kim, J.; Keegan, B. C.; Park, S.; and Oh, A. 2016. The proficiency-congruency dilemma: Virtual team design and performance in multiplayer online games.

    In Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems, 4351-4365. ACM.

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