• DocumentCode
    2075912
  • Title

    Bio-robots automatic navigation with electrical reward stimulation

  • Author

    Chao Sun ; Xinlu Zhang ; Nenggan Zheng ; Weidong Chen ; Xiaoxiang Zheng

  • Author_Institution
    Qiushi Acad. for Adv. Studies (QAAS), Zhejiang Univ., Hangzhou, China
  • fYear
    2012
  • fDate
    Aug. 28 2012-Sept. 1 2012
  • Firstpage
    348
  • Lastpage
    351
  • Abstract
    Bio-robots that controlled by outer stimulation through brain computer interface (BCI) suffer from the dependence on realtime guidance of human operators. Current automatic navigation methods for bio-robots focus on the controlling rules to force animals to obey man-made commands, with animals´ intelligence ignored. This paper proposes a new method to realize the automatic navigation for bio-robots with electrical micro-stimulation as real-time rewards. Due to the reward-seeking instinct and trial-and-error capability, bio-robot can be steered to keep walking along the right route with rewards and correct its direction spontaneously when rewards are deprived. In navigation experiments, rat-robots learn the controlling methods in short time. The results show that our method simplifies the controlling logic and realizes the automatic navigation for rat-robots successfully. Our work might have significant implication for the further development of bio-robots with hybrid intelligence.
  • Keywords
    biocontrol; biocybernetics; mobile robots; navigation; BCI; automatic navigation methods; biorobot automatic navigation; brain-computer interface; controlling logic; controlling methods; electrical microstimulation; electrical reward stimulation; human operatorreal time guidance; hybrid intelligence; outer stimulation controlled biorobots; rat robots; real time rewards; reward seeking instinct; trial and error capability; Conferences; Legged locomotion; Navigation; Rats; Turning; Animals; Brain-Computer Interfaces; Electric Stimulation; Humans; Maze Learning; Rats; Robotics;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society (EMBC), 2012 Annual International Conference of the IEEE
  • Conference_Location
    San Diego, CA
  • ISSN
    1557-170X
  • Print_ISBN
    978-1-4244-4119-8
  • Electronic_ISBN
    1557-170X
  • Type

    conf

  • DOI
    10.1109/EMBC.2012.6345940
  • Filename
    6345940