Pushing Operation of Manipulator Based on Experience Learning: Position Prediction of An Object and Pushing Analysis

被引:0
|
作者
Yang, Haolin [1 ]
Sun, Fuchun [1 ]
Guo, Di [1 ]
机构
[1] Tsinghua Univ, Dept Comp Sci & Technol, State Key Lab Intelligent Technol & Syst, Beijing 100084, Peoples R China
关键词
CONTROLLABILITY; MECHANICS;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
With the popularization and application of manipulator in the field of industrial production and scientific experiment, it is crucial to focus on the manipulator motion control. Pushing is the basis and assistance of complex operations of manipulator, and research goes on pushing operation has a very important and practical significance. Learning from experience has been recognized as an important cognitive ability in the cognitive architecture, and it makes the manipulator repeat the same or similar task in similar environments. The goal of this paper is to achieve the position prediction of a target object in pushing operation with experience learning and analyze the pushing operation.
引用
收藏
页数:6
相关论文
共 50 条
  • [21] Kinetic Analysis of Pushing Force in Wheelchair Operation by Caregiver
    Sanematsu, Kengo
    Kadomatsu, Hiroyuki
    Yamamoto, Motoj, I
    Nakashima, Yasutaka
    2020 INTERNATIONAL SYMPOSIUM ON COMMUNITY-CENTRIC SYSTEMS (CCS), 2020,
  • [22] Manipulator motion analysis based on the given object position
    Klyuiko, E.V.
    Mechanics of solids, 1988, 23 (01) : 102 - 107
  • [23] Experience in the construction and operation of dust-free coke pushing systems
    Kononenko, V.S.
    Minasov, A.N.
    Coke & Chemistry (USSR) (English translation of Koks i Khimiya), 1988, (12): : 92 - 94
  • [24] Multi-vehicles learning for pushing a bar-shaped object
    Watanabe, M
    Nakazawa, D
    Furukawa, M
    Kinoshita, M
    INTELLIGENT AUTONOMOUS VEHICLES 2001, 2002, : 381 - 386
  • [25] Learning individual skills and. team behaviors for distributed object pushing
    Aminaiee, Hossein
    Ahmadabadi, Majid Nili
    IEEE ICMA 2006: PROCEEDING OF THE 2006 IEEE INTERNATIONAL CONFERENCE ON MECHATRONICS AND AUTOMATION, VOLS 1-3, PROCEEDINGS, 2006, : 1202 - +
  • [26] Object Rearrangement Through Planar Pushing: A Theoretical Analysis and Validation
    Chai, Chun-Yu
    Peng, Wen-Hsiao
    Tsao, Shiao-Li
    IEEE TRANSACTIONS ON ROBOTICS, 2022, 38 (05) : 2703 - 2719
  • [27] Position optimum analysis of aerospace relay's pushing rod
    Zhai, G.-F. (gfzhai@hope.hit.edu.cn), 1600, Chinese Journal of Aeronautics (16):
  • [28] Design and position precision analysis of helicoids pushing chain mechanism
    Zhang, Leiyu
    Yang, Yang
    Su, Peng
    PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART C-JOURNAL OF MECHANICAL ENGINEERING SCIENCE, 2016, 230 (04) : 583 - 591
  • [29] Pushing the boundaries: experience-based learning in early phases of graduate sustainability curricula
    Birdman, Jodie
    Redman, Aaron
    Lang, Daniel J.
    INTERNATIONAL JOURNAL OF SUSTAINABILITY IN HIGHER EDUCATION, 2021, 22 (02) : 237 - 253
  • [30] Pushing the frontiers in climate modelling and analysis with machine learning
    Eyring, Veronika
    Collins, William D.
    Gentine, Pierre
    Barnes, Elizabeth A.
    Barreiro, Marcelo
    Beucler, Tom
    Bocquet, Marc
    Bretherton, Christopher S.
    Christensen, Hannah M.
    Dagon, Katherine
    Gagne, David John
    Hall, David
    Hammerling, Dorit
    Hoyer, Stephan
    Iglesias-Suarez, Fernando
    Lopez-Gomez, Ignacio
    Mcgraw, Marie C.
    Meehl, Gerald A.
    Molina, Maria J.
    Monteleoni, Claire
    Mueller, Juliane
    Pritchard, Michael S.
    Rolnick, David
    Runge, Jakob
    Stier, Philip
    Watt-Meyer, Oliver
    Weigel, Katja
    Yu, Rose
    Zanna, Laure
    NATURE CLIMATE CHANGE, 2024, : 916 - 928