메뉴 건너뛰기




Volumn 53, Issue , 2014, Pages 52-60

Assist-as-needed robotic trainer based on reinforcement learning and its application to dart-throwing

Author keywords

Assist as needed; Assistive robotics; Motor skill learning; Reinforcement learning

Indexed keywords

ADULT; BIOLOGICAL MODEL; CASE CONTROL STUDY; DEVICES; EXERCISE; FEEDBACK SYSTEM; FEMALE; HUMAN; MALE; MOTOR PERFORMANCE; PROCEDURES; REINFORCEMENT; ROBOTICS;

EID: 84894061021     PISSN: 08936080     EISSN: 18792782     Source Type: Journal    
DOI: 10.1016/j.neunet.2014.01.012     Document Type: Article
Times cited : (25)

References (27)
  • 1
    • 33749863649 scopus 로고    scopus 로고
    • Implications of assist-as-needed robotic step training after a complete spinal cord injury on intrinsic strategies of motor learning
    • Cai L., Fong A., Otoshi C., Liang Y., Burdick J., Roy R., Edgerton V. Implications of assist-as-needed robotic step training after a complete spinal cord injury on intrinsic strategies of motor learning. The Journal of Neuroscience 2006, 26:10564-10568.
    • (2006) The Journal of Neuroscience , vol.26 , pp. 10564-10568
    • Cai, L.1    Fong, A.2    Otoshi, C.3    Liang, Y.4    Burdick, J.5    Roy, R.6    Edgerton, V.7
  • 2
    • 58149265430 scopus 로고    scopus 로고
    • Haptic guidance can enhance motor learning of a steering task
    • Crespo L., Reinkensmeyer D. Haptic guidance can enhance motor learning of a steering task. Journal of Motor Behavior 2008, 40:545-557.
    • (2008) Journal of Motor Behavior , vol.40 , pp. 545-557
    • Crespo, L.1    Reinkensmeyer, D.2
  • 4
    • 0037374448 scopus 로고    scopus 로고
    • Combinations of muscle synergies in the construction of a natural motor behavior
    • d'Avella A., Saltiel P., Bizzi E. Combinations of muscle synergies in the construction of a natural motor behavior. Nature Neuroscience 2003, 6:300-308.
    • (2003) Nature Neuroscience , vol.6 , pp. 300-308
    • d'Avella, A.1    Saltiel, P.2    Bizzi, E.3
  • 5
    • 69549106611 scopus 로고    scopus 로고
    • Adaptive support for patient-cooperative gait rehabilitation with the Lokomat
    • 2008, intelligent robots and systems, IROS 2008
    • Duschau-Wicke, A., Brunsch, T., Lunenburger, L., & Riener, R. (2008). Adaptive support for patient-cooperative gait rehabilitation with the Lokomat. In IEEE/RSJ International conference on IEEE, intelligent robots and systems, 2008, IROS 2008. (pp. 2357-2361).
    • (2008) IEEE/RSJ International conference on IEEE , pp. 2357-2361
    • Duschau-Wicke, A.1    Brunsch, T.2    Lunenburger, L.3    Riener, R.4
  • 6
    • 77956462703 scopus 로고    scopus 로고
    • Patient-cooperative control increases active participation of individuals with SCI during robot-aided gait training
    • Duschau-Wicke A., Caprez A., Riener R. Patient-cooperative control increases active participation of individuals with SCI during robot-aided gait training. Journal of NeuroEngineering and Rehabilitation 2010, 7:43.
    • (2010) Journal of NeuroEngineering and Rehabilitation , vol.7 , pp. 43
    • Duschau-Wicke, A.1    Caprez, A.2    Riener, R.3
  • 7
    • 16344383854 scopus 로고    scopus 로고
    • Robot-enhanced motor learning: accelerating internal model formation during locomotion by transient dynamic amplification
    • Emken J., Reinkensmeyer D. Robot-enhanced motor learning: accelerating internal model formation during locomotion by transient dynamic amplification. IEEE Transactions on Neural Systems and Rehabilitation Engineering 2005, 13:33-39.
    • (2005) IEEE Transactions on Neural Systems and Rehabilitation Engineering , vol.13 , pp. 33-39
    • Emken, J.1    Reinkensmeyer, D.2
  • 8
    • 84870287808 scopus 로고    scopus 로고
    • Central mechanisms for force and motion-towards computational synthesis of human movement
    • Hemami H., Dariush B. Central mechanisms for force and motion-towards computational synthesis of human movement. Neural Networks 2012, 36:167-178.
    • (2012) Neural Networks , vol.36 , pp. 167-178
    • Hemami, H.1    Dariush, B.2
  • 9
    • 40049092971 scopus 로고    scopus 로고
    • Central pattern generators for locomotion control in animals and robots: a review
    • Ijspeert A.J. Central pattern generators for locomotion control in animals and robots: a review. Neural Networks 2008, 21:642-653.
    • (2008) Neural Networks , vol.21 , pp. 642-653
    • Ijspeert, A.J.1
  • 10
    • 0347411035 scopus 로고    scopus 로고
    • Adaptive robotic rehabilitation of locomotion: a clinical study in spinally injured individuals
    • Jezernik S., Schärer R., Colombo G., Morari M. Adaptive robotic rehabilitation of locomotion: a clinical study in spinally injured individuals. Spinal Cord 2003, 41:657-666.
    • (2003) Spinal Cord , vol.41 , pp. 657-666
    • Jezernik, S.1    Schärer, R.2    Colombo, G.3    Morari, M.4
  • 16
    • 84858071678 scopus 로고    scopus 로고
    • Gaze-contingent motor channelling, haptic constraints and associated cognitive demand for robotic mis
    • Mylonas G., Kwok K., James D., Leff D., Orihuela-Espina F., Darzi A., et al. Gaze-contingent motor channelling, haptic constraints and associated cognitive demand for robotic mis. Medical Image Analysis 2012, 16:612-631.
    • (2012) Medical Image Analysis , vol.16 , pp. 612-631
    • Mylonas, G.1    Kwok, K.2    James, D.3    Leff, D.4    Orihuela-Espina, F.5    Darzi, A.6
  • 18
    • 44949241322 scopus 로고    scopus 로고
    • Reinforcement learning of motor skills with policy gradients
    • Peters J., Schaal S. Reinforcement learning of motor skills with policy gradients. Neural Networks 2008, 21:682-697.
    • (2008) Neural Networks , vol.21 , pp. 682-697
    • Peters, J.1    Schaal, S.2
  • 22
    • 70349102909 scopus 로고    scopus 로고
    • Policy gradient learning of cooperative interaction with a robot using user's biological signals
    • Tamei T., Shibata T. Policy gradient learning of cooperative interaction with a robot using user's biological signals. Advances in Neuro-Information Processing 2009, 1029-1037.
    • (2009) Advances in Neuro-Information Processing , pp. 1029-1037
    • Tamei, T.1    Shibata, T.2
  • 23
    • 41149144517 scopus 로고    scopus 로고
    • User-robot personality matching and assistive robot behavior adaptation for post-stroke rehabilitation therapy
    • Tapus A., Ţǎpuş C., Matarić M. User-robot personality matching and assistive robot behavior adaptation for post-stroke rehabilitation therapy. Intelligent Service Robotics 2008, 1:169-183.
    • (2008) Intelligent Service Robotics , vol.1 , pp. 169-183
    • Tapus, A.1    Ţǎpuş, C.2    Matarić, M.3
  • 24
    • 0029200647 scopus 로고
    • Human hand impedance characteristics during maintained posture
    • Tsuji T., Morasso P., Goto K., Ito K. Human hand impedance characteristics during maintained posture. Biological Cybernetics 1995, 72:475-485.
    • (1995) Biological Cybernetics , vol.72 , pp. 475-485
    • Tsuji, T.1    Morasso, P.2    Goto, K.3    Ito, K.4
  • 25
    • 21444437925 scopus 로고    scopus 로고
    • The optimal reward baseline for gradient-based reinforcement learning
    • In The seventeenth conference on uncertainty in artificial intelligence
    • Weaver, L., & Tao, N. (2001). The optimal reward baseline for gradient-based reinforcement learning. In The seventeenth conference on uncertainty in artificial intelligence (pp. 538-545).
    • (2001) , pp. 538-545
    • Weaver, L.1    Tao, N.2
  • 26
    • 0032191803 scopus 로고    scopus 로고
    • Neural control of rhythmic arm movements
    • Williamson M.M. Neural control of rhythmic arm movements. Neural Networks 1998, 11:1379-1394.
    • (1998) Neural Networks , vol.11 , pp. 1379-1394
    • Williamson, M.M.1
  • 27
    • 74049097583 scopus 로고    scopus 로고
    • Motor skill learning and performance: a review of influential factors
    • Wulf G., Shea C., Lewthwaite R. Motor skill learning and performance: a review of influential factors. Medical Education 2010, 44:75-84.
    • (2010) Medical Education , vol.44 , pp. 75-84
    • Wulf, G.1    Shea, C.2    Lewthwaite, R.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.