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
fDate :
Aug. 28 2012-Sept. 1 2012
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;
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2012 Annual International Conference of the IEEE
Conference_Location :
San Diego, CA
Print_ISBN :
978-1-4244-4119-8
Electronic_ISBN :
1557-170X
DOI :
10.1109/EMBC.2012.6345940