Supervised Learning Achieves Human-Level Performance in MOBA Games: A Case Study of Honor of Kings

Deheng Ye; Guibin Chen; Peilin Zhao; Fuhao Qiu; Bo Yuan; Wen Zhang; Sheng Chen; Mingfei Sun; Xiaoqian Li; Siqin Li; Jing Liang; Zhenjie Lian; Bei Shi; Liang Wang; Tengfei Shi; Qiang Fu; Wei Yang; Lanxiao Huang

doi:10.1109/TNNLS.2020.3029475

Supervised Learning Achieves Human-Level Performance in MOBA Games: A Case Study of Honor of Kings

Deheng Ye, Guibin Chen, Peilin Zhao, Fuhao Qiu, Bo Yuan, Wen Zhang, Sheng Chen, Mingfei Sun, Xiaoqian Li, Siqin Li, Jing Liang, Zhenjie Lian, Bei Shi, Liang Wang, Tengfei Shi, Qiang Fu, Wei Yang, Lanxiao Huang

Research output: Contribution to journal › Article › peer-review

Original language	Undefined
Pages (from-to)	908-918
Number of pages	11
Journal	IEEE Transactions on NEural Networks and Learning Systems
Volume	33
Issue number	3
DOIs	https://doi.org/10.1109/TNNLS.2020.3029475
Publication status	Published - 2022

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10.1109/TNNLS.2020.3029475

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MCAIF: Centre for AI Fundamentals
Kaski, S. (PI), Alvarez, M. (Researcher), Pan, W. (Researcher), Mu, T. (Researcher), Rivasplata, O. (PI), Sun, M. (PI), Mukherjee, A. (PI), Caprio, M. (PI), Sonee, A. (Researcher), Leroy, A. (Researcher), Wang, J. (Researcher), Lee, J. (Researcher), Parakkal Unni, M. (Researcher), Sloman, S. (Researcher), Menary, S. (Researcher), Quilter, T. (Researcher), Hosseinzadeh, A. (PGR student), Mousa, A. (PGR student), Glover, E. (PGR student), Das, A. (PGR student), DURSUN, F. (PGR student), Zhu, H. (PGR student), Abdi, H. (PGR student), Dandago, K. (PGR student), Piriyajitakonkij, M. (PGR student), Rachman, R. (PGR student), Shi, X. (PGR student), Keany, T. (PGR student), Liu, X. (PGR student), Jiang, Y. (PGR student), Wan, Z. (PGR student), Harrison, M. (Support team), Machado, M. (Support team), Hartford, J. (PI), Kangin, D. (Researcher), Harikumar, H. (PI), Dubey, M. (PI), Parakkal Unni, M. (PI), Dash, S. P. (PGR student), Mi, X. (PGR student) & Barlas, Y. (PGR student)
1/10/21 → 30/09/26
Project: Research

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Ye, D., Chen, G., Zhao, P., Qiu, F., Yuan, B., Zhang, W., Chen, S., Sun, M., Li, X., Li, S., Liang, J., Lian, Z., Shi, B., Wang, L., Shi, T., Fu, Q., Yang, W., & Huang, L. (2022). Supervised Learning Achieves Human-Level Performance in MOBA Games: A Case Study of Honor of Kings. IEEE Transactions on NEural Networks and Learning Systems, 33(3), 908-918. https://doi.org/10.1109/TNNLS.2020.3029475

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title = "Supervised Learning Achieves Human-Level Performance in MOBA Games: A Case Study of Honor of Kings",

author = "Deheng Ye and Guibin Chen and Peilin Zhao and Fuhao Qiu and Bo Yuan and Wen Zhang and Sheng Chen and Mingfei Sun and Xiaoqian Li and Siqin Li and Jing Liang and Zhenjie Lian and Bei Shi and Liang Wang and Tengfei Shi and Qiang Fu and Wei Yang and Lanxiao Huang",

year = "2022",

doi = "10.1109/TNNLS.2020.3029475",

language = "Undefined",

volume = "33",

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journal = "IEEE Transactions on NEural Networks and Learning Systems",

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Ye, D, Chen, G, Zhao, P, Qiu, F, Yuan, B, Zhang, W, Chen, S, Sun, M, Li, X, Li, S, Liang, J, Lian, Z, Shi, B, Wang, L, Shi, T, Fu, Q, Yang, W & Huang, L 2022, 'Supervised Learning Achieves Human-Level Performance in MOBA Games: A Case Study of Honor of Kings', IEEE Transactions on NEural Networks and Learning Systems, vol. 33, no. 3, pp. 908-918. https://doi.org/10.1109/TNNLS.2020.3029475

TY - JOUR

T1 - Supervised Learning Achieves Human-Level Performance in MOBA Games: A Case Study of Honor of Kings

AU - Ye, Deheng

AU - Chen, Guibin

AU - Zhao, Peilin

AU - Qiu, Fuhao

AU - Yuan, Bo

AU - Zhang, Wen

AU - Chen, Sheng

AU - Sun, Mingfei

AU - Li, Xiaoqian

AU - Li, Siqin

AU - Liang, Jing

AU - Lian, Zhenjie

AU - Shi, Bei

AU - Wang, Liang

AU - Shi, Tengfei

AU - Fu, Qiang

AU - Yang, Wei

AU - Huang, Lanxiao

PY - 2022

Y1 - 2022

U2 - 10.1109/TNNLS.2020.3029475

DO - 10.1109/TNNLS.2020.3029475

M3 - Article

SN - 2162-237X

VL - 33

SP - 908

EP - 918

JO - IEEE Transactions on NEural Networks and Learning Systems

JF - IEEE Transactions on NEural Networks and Learning Systems

IS - 3

ER -

Supervised Learning Achieves Human-Level Performance in MOBA Games: A Case Study of Honor of Kings

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MCAIF: Centre for AI Fundamentals

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