Chinese Journal of Ship Research, Volume. 16, Issue 6, 99(2021)

Intelligent decision technology in combat deduction based on soft actor-critic algorithm

Xingzhong WANG, Min WANG, and Wei LUO
Author Affiliations
  • China Ship Development and Design Center, Wuhan 430064, China
  • show less
    References(8)

    [8] [8] HAARNOJA T, ZHOU A, ABBEEL P, et al. Soft actcritic: offpolicy maximum entropy deep reinfcement learning with a stochastic act[C]Proceedings of the 35th International Conference on Machine Learning. Stockholm, Sweden: ACM Press, 2018.

    [9] [9] SUTTON R S, BARTO A G. Reinfcement Learning: An Introduction[M]. Cambridge: MIT Press, 1998.

    [10] [10] SPIELBERG S, GOPALUNI R, LOEWEN P. Deep reinfcement learning approaches f process control[C]2017 6th International Symposium on Advanced Control of Industrial Processes, [S. 1. ]: IEEE, 2017: 201–203.

    [11] [11] HAARNOJA T, ZHOU A, HARTIKAINEN K, et al. Soft actcritic algithms applications [EBOL]. ArXiv: 1812.05905, 2018(20181213)[20200830]. https:arxiv.gabs1812.05905.

    [13] [13] SCHULMAN J, CHEN X, ABBEEL P. Equivalence between policy gradients soft Qlearning[EBOL]. ArXiv: 1704.06440, 2017. (2017421)[20200830]. https:arxiv.gpdf1704.06440.pdf.

    [14] [14] HAARNOJA T, TANG H, ABBEEL P, et al, Reinfcement learning with deep energybased policies[C]Proceedings of the 34th International Conference on Machine Learning. Sydney, Australia: ACM Press: MLR. g, 2017: 1352–1361.

    [15] [15] LILLICRAP T P, HUNT J J, PRITZEL A, et al. Continuous control with deep reinfcement learning[C]Proceedings of the 4th International Conference on Learning Representations. San Juan, Puerto Rico: Elsevier, 2016.

    Tools

    Get Citation

    Copy Citation Text

    Xingzhong WANG, Min WANG, Wei LUO. Intelligent decision technology in combat deduction based on soft actor-critic algorithm[J]. Chinese Journal of Ship Research, 2021, 16(6): 99

    Download Citation

    EndNote(RIS)BibTexPlain Text
    Save article for my favorites
    Paper Information

    Category: Weapon, Electronic and Information System

    Received: Aug. 31, 2020

    Accepted: --

    Published Online: Mar. 28, 2025

    The Author Email:

    DOI:10.19693/j.issn.1673-3185.02099

    Topics