An evolutionary approach to automatic construction of the structure in hierarchical reinforcement learning

被引:0
|
作者
Elfwing, Stefan [1 ,2 ,3 ]
Uchibe, Eiji [2 ,3 ]
Doya, Kenji [2 ,3 ]
机构
[1] KTH, Numerical Analysis and Computer Science Department, KTH, Nada, 100 44 Stockholm, Sweden
[2] ATR, Human Information Science Laboratories, Department 3, Japan
[3] CREST, Japan Science and Technology Corporation, 2-2-2 Hikaridai, Kyoto 619-0288, Japan
关键词
D O I
10.1007/3-540-45105-6_62
中图分类号
学科分类号
摘要
2
引用
收藏
页码:507 / 509
相关论文
共 50 条
  • [1] An evolutionary approach to automatic construction of the structure in hierarchical reinforcement learning
    Elfwing, S
    Uchibe, E
    Doya, K
    GENETIC AND EVOLUTIONARY COMPUTATION - GECCO 2003, PT I, PROCEEDINGS, 2003, 2723 : 507 - 509
  • [2] Scalable Evolutionary Hierarchical Reinforcement Learning
    Abramowitz, Sasha
    Nitschke, Geoff
    PROCEEDINGS OF THE 2022 GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE COMPANION, GECCO 2022, 2022, : 272 - 275
  • [3] Hierarchical reinforcement learning for automatic disease diagnosis
    Zhong, Cheng
    Liao, Kangenbei
    Chen, Wei
    Liu, Qianlong
    Peng, Baolin
    Huang, Xuanjing
    Peng, Jiajie
    Wei, Zhongyu
    BIOINFORMATICS, 2022, 38 (16) : 3995 - 4001
  • [4] An evolutionary approach to automatic kernel construction
    Howley, Tom
    Madden, Michael G.
    ARTIFICIAL NEURAL NETWORKS - ICANN 2006, PT 2, 2006, 4132 : 417 - 426
  • [5] Automatic Composite Action Discovery for Hierarchical Reinforcement Learning
    Laivins, Josiah
    Lee, Minwoo
    2019 IEEE SYMPOSIUM SERIES ON COMPUTATIONAL INTELLIGENCE (IEEE SSCI 2019), 2019, : 198 - 205
  • [6] Reinforcement Learning Performance Evaluation: An Evolutionary Approach
    Capi, Genci
    Yokota, Masao
    INTELLIGENT AUTONOMOUS SYSTEMS 9, 2006, : 416 - +
  • [7] Hierarchical Reinforcement Learning With Automatic Sub-Goal Identification
    Liu, Chenghao
    Zhu, Fei
    Liu, Quan
    Fu, Yuchen
    IEEE-CAA JOURNAL OF AUTOMATICA SINICA, 2021, 8 (10) : 1686 - 1696
  • [8] FAOD: Fast Automatic Option Discovery in Hierarchical Reinforcement Learning
    Koudad, Zoulikha
    INTERNATIONAL JOURNAL ON ARTIFICIAL INTELLIGENCE TOOLS, 2021, 30 (02)
  • [9] Automatic Hierarchical Reinforcement Learning for Reusing Service Process Fragments
    Yang, Rong
    Li, Bing
    Liu, Zhengli
    IEEE ACCESS, 2021, 9 : 20746 - 20759
  • [10] Hierarchical Reinforcement Learning With Automatic Sub-Goal Identification
    Chenghao Liu
    Fei Zhu
    Quan Liu
    Yuchen Fu
    IEEE/CAA Journal of Automatica Sinica, 2021, 8 (10) : 1686 - 1696