Learning abstract models for system design

被引:0
|
作者
Reddy, Sudhakar Y. [1 ]
机构
[1] Palo Alto Lab, Palo Alto, United States
来源
Artificial Intelligence for Engineering Design, Analysis and Manufacturing: AIEDAM | 1996年 / 10卷 / 02期
关键词
Algorithms - Computer simulation - Decision making - Recursive functions - Systems analysis - Systems engineering;
D O I
暂无
中图分类号
学科分类号
摘要
Though simulation models are extensively used for detailed design analysis, they find limited role in preliminary design decisions. We have developed a machine learning based approach to enable detailed simulation models to be harvested for supporting early-stage design of engineering systems.
引用
收藏
页码:167 / 169
相关论文
共 50 条
  • [21] Validation of control system specifications with abstract plant models
    Zhang, WH
    COMPUTER SAFETY, RELIABILITY AND SECURITY, PROCEEDINGS, 2000, 1943 : 53 - 62
  • [22] Learning Efficient Abstract Planning Models that Choose What to Predict
    Kumar, Nishanth
    McClinton, Willie
    Chitnis, Rohan
    Silver, Tom
    Lozano-Perez, Tomas
    Kaelbling, Leslie Pack
    CONFERENCE ON ROBOT LEARNING, VOL 229, 2023, 229
  • [23] Online Learning of Reusable Abstract Models for Object Goal Navigation
    Campari, Tommaso
    Lamanna, Leonardo
    Traverso, Paolo
    Serafini, Luciano
    Ballan, Lamberto
    2022 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR 2022), 2022, : 14850 - 14859
  • [24] Planning with Abstract Learned Models While Learning Transferable Subtasks
    Winder, John
    Milani, Stephanie
    Landen, Matthew
    Oh, Erebus
    Parr, Shane
    Squire, Shawn
    DesJardins, Marie
    Matuszek, Cynthia
    THIRTY-FOURTH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, THE THIRTY-SECOND INNOVATIVE APPLICATIONS OF ARTIFICIAL INTELLIGENCE CONFERENCE AND THE TENTH AAAI SYMPOSIUM ON EDUCATIONAL ADVANCES IN ARTIFICIAL INTELLIGENCE, 2020, 34 : 9992 - 10000
  • [25] Scientific Models as Abstract Epistemic Tools for Learning how to Reason
    Cousillas, Juan bautista bengoetxea
    SOPHIA-COLECCION DE FILOSOFIA DE LA EDUCACION, 2025, (38): : 295 - 321
  • [26] Models for Autonomously Motivated Exploration in Reinforcement Learning (Extended Abstract)
    Auer, Peter
    Lim, Shiau Hong
    Watkins, Chris
    ALGORITHMIC LEARNING THEORY, 2011, 6925 : 14 - +
  • [27] System design with models
    Purves, B
    INTERNATIONAL CONFERENCE AND WORKSHOP ON ENGINEERING OF COMPUTER-BASED SYSTEMS, PROCEEDINGS, 1997, : 478 - 478
  • [28] Abstract application modeling for system design space exploration
    Waseem, Muhammad
    Apvrille, Ludovic
    Ameur-Boulifa, Rabea
    Coudert, Sophie
    Pacalet, Renaud
    DSD 2006: 9TH EUROMICRO CONFERENCE ON DIGITAL SYSTEM DESIGN: ARCHITECTURES, METHODS AND TOOLS, PROCEEDINGS, 2006, : 331 - +
  • [29] Learning to Design Fair and Private Voting Rules (Extended Abstract)
    Mohsin, Farhad
    Liu, Ao
    Chen, Pin-Yu
    Rossi, Francesca
    Xia, Lirong
    PROCEEDINGS OF THE THIRTY-SECOND INTERNATIONAL JOINT CONFERENCE ON ARTIFICIAL INTELLIGENCE, IJCAI 2023, 2023, : 6931 - 6936
  • [30] Refining abstract equivalence analysis for embedded system design
    Hsieh, H
    Sangiovanni-Vincentelli, A
    Balarin, F
    Lavagno, L
    IEEE INTERNATIONAL HIGH-LEVEL DESIGN VALIDATION AND TEST WORKSHOP, PROCEEDINGS, 2000, : 139 - 146