A Generalized Quantum-Inspired Decision Making Model for Intelligent Agent

被引:3
|
作者
Hu, Yuhuang [1 ]
Loo, Chu Kiong [1 ]
机构
[1] Univ Malaya, Fac Comp Sci & Informat Technol, Dept Artificial Intelligence, Adv Robot Lab, Kuala Lumpur 50603, Malaysia
来源
关键词
PROBABILITY; CHOICE;
D O I
10.1155/2014/240983
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
A novel decision making for intelligent agent using quantum- inspired approach is proposed. A formal, generalized solution to the problem is given. Mathematically, the proposed model is capable of modeling higher dimensional decision problems than previous researches. Four experiments are conducted, and both empirical experiments results and proposed model's experiment results are given for each experiment. Experiments showed that the results of proposed model agree with empirical results perfectly. The proposed model provides a new direction for researcher to resolve cognitive basis in designing intelligent agent.
引用
收藏
页数:8
相关论文
共 50 条
  • [21] Quantum-Inspired Uncertainty Quantification
    Wirsching, Guenther
    FRONTIERS IN COMPUTER SCIENCE, 2022, 3
  • [22] Quantum-inspired clustering with light
    Miguel Varga
    Pablo Bermejo
    Ruben Pellicer-Guridi
    Román Orús
    Gabriel Molina-Terriza
    Scientific Reports, 14 (1)
  • [23] Quantum-inspired permanent identities
    Chabaud, Ulysse
    Deshpande, Abhinav
    Mehraban, Saeed
    QUANTUM, 2022, 6
  • [24] Quantum-inspired cognitive agents
    Huber-Liebl, Markus
    Roemer, Ronald
    Wirsching, Guenther
    Schmitt, Ingo
    Graben, Peter Beim
    Wolff, Matthias
    FRONTIERS IN APPLIED MATHEMATICS AND STATISTICS, 2022, 8
  • [25] Quantum-Inspired Evolution Strategy
    Izadinia, Hamid
    Ebadzadeh, Mohammad Mehdi
    2009 INTERNATIONAL CONFERENCE OF SOFT COMPUTING AND PATTERN RECOGNITION, 2009, : 724 - 727
  • [26] Introduction to quantum-inspired intelligence
    Zak, Michail
    PHYSICS ESSAYS, 2010, 23 (01) : 14 - 27
  • [27] Quantum-inspired algorithms in practice
    Arrazola, Juan Miguel
    Delgado, Alain
    Bardhan, Bhaskar Roy
    Lloyd, Seth
    QUANTUM, 2020, 4
  • [28] A Quantum-Inspired Neural Network Model for Predictive BPaaS Management
    Hedhli, Ameni
    Mezni, Haithem
    Ben Said, Lamjed
    DATABASE AND EXPERT SYSTEMS APPLICATIONS, DEXA 2021, PT I, 2021, 12923 : 91 - 103
  • [29] Quantum-Inspired Keyword Search on Multi-model Databases
    Yuan, Gongsheng
    Lu, Jiaheng
    Su, Peifeng
    DATABASE SYSTEMS FOR ADVANCED APPLICATIONS (DASFAA 2021), PT II, 2021, 12682 : 585 - 602
  • [30] Membrane Computing Model Design with Quantum-Inspired Evolutionary Algorithms
    Rong, Haina
    Huang, Xiaoli
    ENGINEERING SOLUTIONS FOR MANUFACTURING PROCESSES, PTS 1-3, 2013, 655-657 : 1761 - 1764