메뉴 건너뛰기




Volumn 38, Issue 1, 2006, Pages 70-75

Mobile robot navigation control based on hierarchical reinforcement learning

Author keywords

Grid topological map; Hierarchical reinforcement learning; Mobile robot; Navigation control

Indexed keywords

ADAPTIVE SYSTEMS; DYNAMICS; HIERARCHICAL SYSTEMS; LEARNING SYSTEMS; MAPS; NAVIGATION; OPTIMIZATION; TOPOLOGY;

EID: 33646154212     PISSN: 10052615     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (3)

References (14)
  • 1
    • 0041360397 scopus 로고    scopus 로고
    • Smooth task switching through behaviour competition
    • Althaus P, Christensen H I. Smooth task switching through behaviour competition[J]. Robotics and Autonomous Systems, 2003, 44(3/4): 241-249.
    • (2003) Robotics and Autonomous Systems , vol.44 , Issue.3-4 , pp. 241-249
    • Althaus, P.1    Christensen, H.I.2
  • 2
    • 0029277469 scopus 로고
    • A sensor-based navigation for a mobile robot using fuzzy logic and reinforcement learning
    • Beom H R, Cho H S. A sensor-based navigation for a mobile robot using fuzzy logic and reinforcement learning[J]. IEEE Trans on Systems, Man and Cybernetics, 1995, 25(3): 464-477.
    • (1995) IEEE Trans on Systems, Man and Cybernetics , vol.25 , Issue.3 , pp. 464-477
    • Beom, H.R.1    Cho, H.S.2
  • 3
    • 0037202509 scopus 로고    scopus 로고
    • Topological navigation and qualitative localization for indoor environment using multi-sensory perception
    • Ranganathan P, Hayet J B, Devy M, et al. Topological navigation and qualitative localization for indoor environment using multi-sensory perception[J]. Robotics and Autonomous Systems, 2002, 41: 137-144.
    • (2002) Robotics and Autonomous Systems , vol.41 , pp. 137-144
    • Ranganathan, P.1    Hayet, J.B.2    Devy, M.3
  • 4
    • 33646137456 scopus 로고    scopus 로고
    • Chinese source
  • 6
    • 0037278069 scopus 로고    scopus 로고
    • A fuzzy controller with supervised learning assisted reinforcement learning algorithm for obstacle avoidance
    • Ye C, Yung N H C, Wang D W. A fuzzy controller with supervised learning assisted reinforcement learning algorithm for obstacle avoidance[J]. IEEE Transactions on Systems, Man and Cybernetics, 2003, 33(1): 17-27.
    • (2003) IEEE Transactions on Systems, Man and Cybernetics , vol.33 , Issue.1 , pp. 17-27
    • Ye, C.1    Yung, N.H.C.2    Wang, D.W.3
  • 7
    • 0742289960 scopus 로고    scopus 로고
    • A reinforcement learning with evolutionary state recruitment strategy for autonomous mobile robots control
    • Kondo T, Ito K. A reinforcement learning with evolutionary state recruitment strategy for autonomous mobile robots control[J]. Robotics and Autonomous Systems, 2004, 46(2): 111-124.
    • (2004) Robotics and Autonomous Systems , vol.46 , Issue.2 , pp. 111-124
    • Kondo, T.1    Ito, K.2
  • 9
    • 0033170372 scopus 로고    scopus 로고
    • Between MDPs and semi-MDPs: A framework for temporal abstraction in reinforcement learning
    • Sutton R, Precup D, Singh S. Between MDPs and semi-MDPs: a framework for temporal abstraction in reinforcement learning[J]. Artificial Intelligence, 1999, 112(1/2): 181-211.
    • (1999) Artificial Intelligence , vol.112 , Issue.1-2 , pp. 181-211
    • Sutton, R.1    Precup, D.2    Singh, S.3
  • 10
    • 0002278788 scopus 로고    scopus 로고
    • Hierarchical reinforcement learning with the MAXQ value function decomposition
    • Dietterich T G. Hierarchical reinforcement learning with the MAXQ value function decomposition[J]. Journal of Artificial Intelligence Research, 2000, 13(1): 227-303.
    • (2000) Journal of Artificial Intelligence Research , vol.13 , Issue.1 , pp. 227-303
    • Dietterich, T.G.1
  • 11
    • 0031998630 scopus 로고    scopus 로고
    • Learning metric-topological maps for indoor mobile robot navigation
    • Thrun S. Learning metric-topological maps for indoor mobile robot navigation[J]. Artificial Intelligence, 1998, 99(1): 21-71.
    • (1998) Artificial Intelligence , vol.99 , Issue.1 , pp. 21-71
    • Thrun, S.1
  • 12
    • 0023365546 scopus 로고
    • Sonar based real world mapping and navigation
    • Elfes A. Sonar based real world mapping and navigation[J]. IEEE Journal of Robotics and Automation, 1987, RA-3(3): 249-265.
    • (1987) IEEE Journal of Robotics and Automation , vol.RA-3 , Issue.3 , pp. 249-265
    • Elfes, A.1
  • 13
    • 0242611543 scopus 로고    scopus 로고
    • Towards a general theory of topological maps
    • Remolina E, Kuipers B. Towards a general theory of topological maps[J]. Artificial Intelligence, 2004, 152(2): 47-104.
    • (2004) Artificial Intelligence , vol.152 , Issue.2 , pp. 47-104
    • Remolina, E.1    Kuipers, B.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.