메뉴 건너뛰기




Volumn 15, Issue 2, 2008, Pages 37-47

Hybrid control for robot navigation - A hierarchical Q-learning algorithm

Author keywords

[No Author keywords available]

Indexed keywords

BOOLEAN FUNCTIONS; EDUCATION; LEARNING SYSTEMS; MAPS; MULTI AGENT SYSTEMS; OPTICAL PROJECTORS; TOPOLOGY;

EID: 46349107239     PISSN: 10709932     EISSN: None     Source Type: Journal    
DOI: 10.1109/MRA.2008.921541     Document Type: Article
Times cited : (76)

References (30)
  • 1
    • 0033750229 scopus 로고    scopus 로고
    • Navigation of mobile robot: Open questions
    • M. A. Salichs and L. Moreno, "Navigation of mobile robot: Open questions," Robotica, vol. 18, no. 3, pp. 227-234, 2000.
    • (2000) Robotica , vol.18 , Issue.3 , pp. 227-234
    • Salichs, M.A.1    Moreno, L.2
  • 2
    • 0142008548 scopus 로고    scopus 로고
    • Hybrid control for autonomous mobile robot navigation using neural network based behavior modules and environment classification
    • Y. K. Na and S. Y. Oh, "Hybrid control for autonomous mobile robot navigation using neural network based behavior modules and environment classification," Autonom. Robots, vol. 15, no. 2, pp. 193-206, 2003.
    • (2003) Autonom. Robots , vol.15 , Issue.2 , pp. 193-206
    • Na, Y.K.1    Oh, S.Y.2
  • 3
    • 0024733382 scopus 로고
    • Real-time obstacle avoidance for fast mobile robot
    • J. Borenstein and Y. Koren, "Real-time obstacle avoidance for fast mobile robot," IEEE Trans. Syst., Man, Cybern. B, vol. 19, no. 5, pp. 1179-1187, 1989.
    • (1989) IEEE Trans. Syst., Man, Cybern. B , vol.19 , Issue.5 , pp. 1179-1187
    • Borenstein, J.1    Koren, Y.2
  • 4
    • 0023365546 scopus 로고
    • Sonar based real world mapping and navigation
    • A. Elfes, "Sonar based real world mapping and navigation," IEEE J. Robot. Automat., vol. RA-3, no. 3, pp. 249-265, 1987.
    • (1987) IEEE J. Robot. Automat , vol.RA-3 , Issue.3 , pp. 249-265
    • Elfes, A.1
  • 5
    • 0022688781 scopus 로고
    • A robust layered control system for a mobile robot
    • R. A. Brooks, "A robust layered control system for a mobile robot," IEEE J. Robot. Automat., vol. 2, no. 1, pp. 14-23, 1986.
    • (1986) IEEE J. Robot. Automat , vol.2 , Issue.1 , pp. 14-23
    • Brooks, R.A.1
  • 6
    • 24944473427 scopus 로고    scopus 로고
    • A neuro-fuzzy controller for reactive navigation of a behavior-based mobile robot
    • A. M. Zhu, S. X. Yang, F. J. Wang, and G. S. Mittal, "A neuro-fuzzy controller for reactive navigation of a behavior-based mobile robot," Lect. Notes Comput. Sci., vol. 3498, no. 5, pp. 259-264, 2005.
    • (2005) Lect. Notes Comput. Sci , vol.3498 , Issue.5 , pp. 259-264
    • Zhu, A.M.1    Yang, S.X.2    Wang, F.J.3    Mittal, G.S.4
  • 7
    • 0034499827 scopus 로고    scopus 로고
    • Probabilistic algorithms in robotics
    • S. Thrun, "Probabilistic algorithms in robotics," AI Mag., vol. 21, no. 4, pp. 93-109, 2000.
    • (2000) AI Mag , vol.21 , Issue.4 , pp. 93-109
    • Thrun, S.1
  • 8
    • 0742289960 scopus 로고    scopus 로고
    • A reinforcement learning with evolutionary state recruitment strategy for autonomous mobile robots control
    • T. Kondo and K. Ito, "A reinforcement learning with evolutionary state recruitment strategy for autonomous mobile robots control," Robot. Autonom. Syst., vol. 46, no. 2, pp. 111-124, 2004.
    • (2004) Robot. Autonom. Syst , vol.46 , Issue.2 , pp. 111-124
    • Kondo, T.1    Ito, K.2
  • 9
    • 27744491246 scopus 로고    scopus 로고
    • Reinforcement learning for mobile robot: From reaction to deliberation
    • C. L. Chen and Z. H. Chen, "Reinforcement learning for mobile robot: From reaction to deliberation," J. Syst. Eng. Electron., vol. 16, no. 3, pp. 611-617, 2005.
    • (2005) J. Syst. Eng. Electron , vol.16 , Issue.3 , pp. 611-617
    • Chen, C.L.1    Chen, Z.H.2
  • 10
    • 0242611543 scopus 로고    scopus 로고
    • Towards a general theory of topological maps
    • E. Remolina and B. Kuipers, "Towards a general theory of topological maps," Artif. Intell., vol. 152, no. 2, pp. 47-104, 2004.
    • (2004) Artif. Intell , vol.152 , Issue.2 , pp. 47-104
    • Remolina, E.1    Kuipers, B.2
  • 11
    • 0031998630 scopus 로고    scopus 로고
    • Learning metric-topological maps for indoor mobile robot navigation
    • S. Thrun, "Learning metric-topological maps for indoor mobile robot navigation," Artif. Intell., vol. 99, no. 1, pp. 21-71, 1998.
    • (1998) Artif. Intell , vol.99 , Issue.1 , pp. 21-71
    • Thrun, S.1
  • 12
    • 0037202509 scopus 로고    scopus 로고
    • Topological navigation and qualitative localization for indoor environment using multi-sensory perception
    • P. Ranganathan, J. B. Hayet, M. Devy, S. Hutchinson, and F. Lerasle, "Topological navigation and qualitative localization for indoor environment using multi-sensory perception," Robot. Autonom. Syst. vol. 41, nos. 2-3, pp. 137-144, 2002.
    • (2002) Robot. Autonom. Syst , vol.41 , Issue.2-3 , pp. 137-144
    • Ranganathan, P.1    Hayet, J.B.2    Devy, M.3    Hutchinson, S.4    Lerasle, F.5
  • 14
    • 34249833101 scopus 로고
    • Q-Learning
    • J. C. H. Watkins and P. Dayan, "Q-Learning," Mach. Learn., vol. 8, nos. 3-4, pp. 279-292, 1992.
    • (1992) Mach. Learn , vol.8 , Issue.3-4 , pp. 279-292
    • Watkins, J.C.H.1    Dayan, P.2
  • 17
    • 0031215211 scopus 로고    scopus 로고
    • HQ-Learning
    • M. Wiering and J. Schmidhuber, "HQ-Learning," Adapt. Behav., vol. 6, no. 2, pp. 219-246, 1997.
    • (1997) Adapt. Behav , vol.6 , Issue.2 , pp. 219-246
    • Wiering, M.1    Schmidhuber, J.2
  • 18
    • 0141988716 scopus 로고    scopus 로고
    • Recent advances in hierarchical reinforcement learning
    • A. G. Barto and S. Mahadevan, "Recent advances in hierarchical reinforcement learning," Discrete Event Dyn. Syst., vol. 13, nos. 1-2, pp. 41-77, 2003.
    • (2003) Discrete Event Dyn. Syst , vol.13 , Issue.1-2 , pp. 41-77
    • Barto, A.G.1    Mahadevan, S.2
  • 19
    • 0033170372 scopus 로고    scopus 로고
    • Between mdps and semi-mdps: A framework for temporal abstraction in reinforcement learning
    • R. Sutton, D. Precup, and S. Singh, "Between mdps and semi-mdps: A framework for temporal abstraction in reinforcement learning," Artif. Intell., vol. 112, no. 1, pp. 181-211, 1999.
    • (1999) Artif. Intell , vol.112 , Issue.1 , pp. 181-211
    • Sutton, R.1    Precup, D.2    Singh, S.3
  • 20
    • 84898956770 scopus 로고    scopus 로고
    • Reinforcement learning with hierarchies of machines
    • R. Parr and S. Russell, "Reinforcement learning with hierarchies of machines," Adv. Neural Inform. Process. Syst., vol. 10, no. 10, pp. 1043-1049, 1998.
    • (1998) Adv. Neural Inform. Process. Syst , vol.10 , Issue.10 , pp. 1043-1049
    • Parr, R.1    Russell, S.2
  • 21
    • 0002278788 scopus 로고    scopus 로고
    • Hierarchical reinforcement learning with the Maxq value function decomposition
    • T. G. Dietterich, "Hierarchical reinforcement learning with the Maxq value function decomposition," J. Artif. Intell. Res., vol. 13, no. 1, pp. 227-303, 2000.
    • (2000) J. Artif. Intell. Res , vol.13 , Issue.1 , pp. 227-303
    • Dietterich, T.G.1
  • 22
    • 33745872253 scopus 로고    scopus 로고
    • Grey reinforcement learning for incomplete information processing
    • C. L. Chen, D. Y. Dong, and Z. H. Chen, "Grey reinforcement learning for incomplete information processing," Lect. Notes Comput. Sci., vol. 3959, no. 1, pp. 399-407, 2006.
    • (2006) Lect. Notes Comput. Sci , vol.3959 , Issue.1 , pp. 399-407
    • Chen, C.L.1    Dong, D.Y.2    Chen, Z.H.3
  • 23
    • 0031223975 scopus 로고    scopus 로고
    • Qualitative and quantitative simulation: Bridging the gap
    • D. Berleant and B. Kuipers, "Qualitative and quantitative simulation: Bridging the gap," Artif. Intell., vol. 95, no. 2, pp. 215-255, 1997.
    • (1997) Artif. Intell , vol.95 , Issue.2 , pp. 215-255
    • Berleant, D.1    Kuipers, B.2
  • 25
    • 0032136133 scopus 로고    scopus 로고
    • An evidential approach to map-building for autonomous vehicles
    • D. Pagac, E. M. Nebot, and H. Durrant-Whyte, "An evidential approach to map-building for autonomous vehicles," IEEE Trans. Robot. Automat. vol. 14, no. 4, pp. 623-629, 1998.
    • (1998) IEEE Trans. Robot. Automat , vol.14 , Issue.4 , pp. 623-629
    • Pagac, D.1    Nebot, E.M.2    Durrant-Whyte, H.3
  • 26
    • 34548014943 scopus 로고    scopus 로고
    • Affine Takagi-Sugeno fuzzy modelling algorithm by fuzzy c-regression models clustering with a novel cluster validity criterion
    • C. C. Kung and J. Y. Su, "Affine Takagi-Sugeno fuzzy modelling algorithm by fuzzy c-regression models clustering with a novel cluster validity criterion," IET Contr. Theor. Appl., vol. 1, no. 5, pp. 1255-1265, 2007.
    • (2007) IET Contr. Theor. Appl , vol.1 , Issue.5 , pp. 1255-1265
    • Kung, C.C.1    Su, J.Y.2
  • 27
    • 42449149727 scopus 로고    scopus 로고
    • Learning visual landmarks for mobile robot topological navigation
    • M. Mata, J. M. Armingol, and A. Escalera, "Learning visual landmarks for mobile robot topological navigation," Stud. Comput. Intell., vol. 7, no. 1, pp. 1-55, 2005.
    • (2005) Stud. Comput. Intell , vol.7 , Issue.1 , pp. 1-55
    • Mata, M.1    Armingol, J.M.2    Escalera, A.3
  • 28
    • 0035506764 scopus 로고    scopus 로고
    • Cognitive maps for planetary rovers
    • B. Kuipers, "Cognitive maps for planetary rovers," Autonom. Robots vol. 11, no. 3, pp. 325-331, 2001.
    • (2001) Autonom. Robots , vol.11 , Issue.3 , pp. 325-331
    • Kuipers, B.1
  • 29
    • 0036572442 scopus 로고    scopus 로고
    • Qualitative navigation for autonomous wheelchair robots in indoor environments
    • N. M. Sgouros, "Qualitative navigation for autonomous wheelchair robots in indoor environments," Autonom. Robots, vol. 12, no. 3, pp. 257-266, 2002.
    • (2002) Autonom. Robots , vol.12 , Issue.3 , pp. 257-266
    • Sgouros, N.M.1
  • 30
    • 0142008552 scopus 로고    scopus 로고
    • A multi-agent approach to qualitative landmark-based navigation
    • D. Busquets, C. Sierra, and R. L. D. Mantaras, "A multi-agent approach to qualitative landmark-based navigation," Autonom. Robots, vol. 15, no. 2, pp. 129-154, 2003.
    • (2003) Autonom. Robots , vol.15 , Issue.2 , pp. 129-154
    • Busquets, D.1    Sierra, C.2    Mantaras, R.L.D.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.