메뉴 건너뛰기




Volumn 37, Issue 4, 2007, Pages 670-681

Integration of coordination architecture and behavior fuzzy learning in quadruped walking robots

Author keywords

Behavior based control; Fuzzy logic controller (FLC); Reinforcement learning (RL)

Indexed keywords

BEHAVIOR-BASED CONTROL; FUZZY LEARNING; FUZZY LOGIC CONTROLLER;

EID: 34447332815     PISSN: 10946977     EISSN: None     Source Type: Journal    
DOI: 10.1109/TSMCC.2007.897491     Document Type: Article
Times cited : (16)

References (47)
  • 1
    • 0026157412 scopus 로고
    • Outline for a theory of intelligence
    • May/Jun
    • J. Albus, "Outline for a theory of intelligence," IEEE Trans. Syst., Man, Cybern., vol. 21, no. 3, pp. 473-509, May/Jun. 1991.
    • (1991) IEEE Trans. Syst., Man, Cybern , vol.21 , Issue.3 , pp. 473-509
    • Albus, J.1
  • 2
    • 0022688781 scopus 로고
    • A robust layered control system for a mobile robot
    • Mar
    • R. Brooks, "A robust layered control system for a mobile robot," IEEE J. Robot. Autom., vol. 2, no. 1, pp. 14-23, Mar. 1986.
    • (1986) IEEE J. Robot. Autom , vol.2 , Issue.1 , pp. 14-23
    • Brooks, R.1
  • 4
    • 0642311191 scopus 로고    scopus 로고
    • AuRA: Principles and practice in review
    • R. C. Arkin and T. Balch, "AuRA: Principles and practice in review," Exp. Theor. Artif. Intell., vol. 9, no. 2, pp. 175-189, 1997.
    • (1997) Exp. Theor. Artif. Intell , vol.9 , Issue.2 , pp. 175-189
    • Arkin, R.C.1    Balch, T.2
  • 5
    • 0028377745 scopus 로고
    • Structured control for autonomous robots
    • Feb
    • R. G. Simmons, "Structured control for autonomous robots," IEEE Trans. Robot. Autom., vol. 10, no. 1, pp. 34-43, Feb. 1994.
    • (1994) IEEE Trans. Robot. Autom , vol.10 , Issue.1 , pp. 34-43
    • Simmons, R.G.1
  • 6
    • 0002887360 scopus 로고
    • An investigation into reactive planning in complex domains
    • Seattle, WA, Jul
    • R. J. Firby, "An investigation into reactive planning in complex domains," in Proc. Natl. Conf. Artif. Intell.: Seattle, WA, Jul. 1987, pp. 202-206.
    • (1987) Proc. Natl. Conf. Artif. Intell , pp. 202-206
    • Firby, R.J.1
  • 7
    • 0000931858 scopus 로고
    • Reactive reasoning and planning
    • Seattle, WA, Jul
    • M. Georgeff and A. Lansky, "Reactive reasoning and planning," in Proc. Natl. Conf. Artif. Intell., Seattle, WA, Jul. 1987, pp. 972-978.
    • (1987) Proc. Natl. Conf. Artif. Intell , pp. 972-978
    • Georgeff, M.1    Lansky, A.2
  • 8
    • 0026972444 scopus 로고
    • Planning for reactive robot behaviour
    • Nice: France, May
    • D. M. Lyons and A. J. Hendriks, "Planning for reactive robot behaviour," in Proc. Int. Conf. Robot. Autom. Nice: France, May 1992, pp. 2675-2680.
    • (1992) Proc. Int. Conf. Robot. Autom , pp. 2675-2680
    • Lyons, D.M.1    Hendriks, A.J.2
  • 9
    • 0032050902 scopus 로고    scopus 로고
    • The ORCCAD architecture
    • Apr
    • J. J. Borrelly et al., "The ORCCAD architecture," Int. J. Robot. Res., vol. 17, no. 4, pp. 338-359, Apr. 1998.
    • (1998) Int. J. Robot. Res , vol.17 , Issue.4 , pp. 338-359
    • Borrelly, J.J.1
  • 11
    • 0034187785 scopus 로고    scopus 로고
    • Neuro-fuzzy rule generation: Survey in soft computing framework
    • May
    • S. Mitra and Y. Hayashi, "Neuro-fuzzy rule generation: Survey in soft computing framework," IEEE Trans. Neural Netw., vol. 11, no. 3, pp. 748-768, May 2000.
    • (2000) IEEE Trans. Neural Netw , vol.11 , Issue.3 , pp. 748-768
    • Mitra, S.1    Hayashi, Y.2
  • 12
    • 0027601884 scopus 로고
    • ANFIS: Adaptive-neural-based fuzzy inference system
    • May/ Jun
    • J. R. Jang, "ANFIS: Adaptive-neural-based fuzzy inference system," IEEE Trans. Syst., Man, Cybern., vol. 23, no. 3, pp. 665-685, May/ Jun. 1993.
    • (1993) IEEE Trans. Syst., Man, Cybern , vol.23 , Issue.3 , pp. 665-685
    • Jang, J.R.1
  • 13
    • 0026366218 scopus 로고
    • Neural-network-based fuzzy logic control and decision system
    • Dec
    • C. T. Lin and C. S. G. Lee, "Neural-network-based fuzzy logic control and decision system," IEEE Trans. Comput., vol. 40, no. 12, pp. 1320-1336, Dec. 1991.
    • (1991) IEEE Trans. Comput , vol.40 , Issue.12 , pp. 1320-1336
    • Lin, C.T.1    Lee, C.S.G.2
  • 15
    • 0029277469 scopus 로고
    • A sensor-based navigation for a mobile robot using fuzzy logic and reinforcement learning
    • Mar
    • H. R. Beom and H. S. Cho, "A sensor-based navigation for a mobile robot using fuzzy logic and reinforcement learning," IEEE Trans. Syst., Man, Cybern., vol. 25, no. 3, pp. 464-477, Mar. 1995.
    • (1995) IEEE Trans. Syst., Man, Cybern , vol.25 , Issue.3 , pp. 464-477
    • Beom, H.R.1    Cho, H.S.2
  • 16
    • 0026923465 scopus 로고
    • Learning and tuning fuzzy logic controllers through reinforcements
    • Sep
    • H. R. Berenji and P. Khedkar, "Learning and tuning fuzzy logic controllers through reinforcements," IEEE Trans. Neural Netw., vol. 3, no. 5, pp. 724-740, Sep. 1992.
    • (1992) IEEE Trans. Neural Netw , vol.3 , Issue.5 , pp. 724-740
    • Berenji, H.R.1    Khedkar, P.2
  • 18
    • 0032140718 scopus 로고    scopus 로고
    • Fuzzy inference system learning by reinforcement methods
    • Aug
    • L. Jouffe, "Fuzzy inference system learning by reinforcement methods," IEEE Trans. Syst., Man, Cybern. C, Appl. Rev., vol. 28, no. 3, pp. 338-355, Aug. 1998.
    • (1998) IEEE Trans. Syst., Man, Cybern. C, Appl. Rev , vol.28 , Issue.3 , pp. 338-355
    • Jouffe, L.1
  • 19
    • 0033692593 scopus 로고    scopus 로고
    • GA-based fuzzy reinforcement learning for control of a magnetic bearing system
    • Apr
    • C. T. Lin and C. P. Jou, "GA-based fuzzy reinforcement learning for control of a magnetic bearing system," IEEE Trans. Syst., Man, Cybern. B, Cybern., vol. 30, no. 2, pp. 276-289, Apr. 2000.
    • (2000) IEEE Trans. Syst., Man, Cybern. B, Cybern , vol.30 , Issue.2 , pp. 276-289
    • Lin, C.T.1    Jou, C.P.2
  • 20
    • 0001899537 scopus 로고    scopus 로고
    • Evolutionary learning of fuzzy rules: Competition and cooperation
    • W. Pedrycz, Ed. Norwell, MA: Kluwer, pp
    • A. Bonarini, "Evolutionary learning of fuzzy rules: Competition and cooperation," in Fuzzy Modelling: Paradigms and Practice, W. Pedrycz, Ed. Norwell, MA: Kluwer, pp. 265-284, 1996.
    • (1996) Fuzzy Modelling: Paradigms and Practice , pp. 265-284
    • Bonarini, A.1
  • 21
    • 0033705962 scopus 로고    scopus 로고
    • Genetic reinforcement learning through symbiotic evolution for fuzzy controller design
    • Apr
    • C. F. Juang, J. Y. Lin, and C. T. Lin, "Genetic reinforcement learning through symbiotic evolution for fuzzy controller design," IEEE Trans. Syst., Man, Cybern. B, Cybern., vol. 30, no. 2, pp. 290-301, Apr. 2000.
    • (2000) IEEE Trans. Syst., Man, Cybern. B, Cybern , vol.30 , Issue.2 , pp. 290-301
    • Juang, C.F.1    Lin, J.Y.2    Lin, C.T.3
  • 22
    • 0033891209 scopus 로고    scopus 로고
    • Evolutionary design of fuzzy rule base for nonlinear system modelling and control
    • Feb
    • S. J. Kang, C. H. Woo, H. S. Hwang, and K. B. Woo, "Evolutionary design of fuzzy rule base for nonlinear system modelling and control," IEEE Trans. Fuzzy Syst., vol. 8, no. 1, pp. 37-45, Feb. 2000.
    • (2000) IEEE Trans. Fuzzy Syst , vol.8 , Issue.1 , pp. 37-45
    • Kang, S.J.1    Woo, C.H.2    Hwang, H.S.3    Woo, K.B.4
  • 23
    • 0027539712 scopus 로고
    • Fuzzy control of pH using genetic algorithms
    • Feb
    • C. L. Karr and E. J. Gentry, "Fuzzy control of pH using genetic algorithms," IEEE Trans. Fuzzy Syst., vol. 1, no. 1, p. 46, Feb. 1993.
    • (1993) IEEE Trans. Fuzzy Syst , vol.1 , Issue.1 , pp. 46
    • Karr, C.L.1    Gentry, E.J.2
  • 24
    • 0031997167 scopus 로고    scopus 로고
    • New techniques for genetic development of a class of fuzzy controllers
    • Feb
    • D. Leitch and P. Probert, "New techniques for genetic development of a class of fuzzy controllers," IEEE Trans. Syst., Man., Cybern. C, Appl. Rev., vol. 28, no. 1, pp. 112-123, Feb. 1998.
    • (1998) IEEE Trans. Syst., Man., Cybern. C, Appl. Rev , vol.28 , Issue.1 , pp. 112-123
    • Leitch, D.1    Probert, P.2
  • 25
    • 0032181167 scopus 로고    scopus 로고
    • Genetic learning of fuzzy reactive controllers
    • V. Matellan, C. Fernandez, and J. M. Molina, "Genetic learning of fuzzy reactive controllers," Robot. Auton. Syst., vol. 25, pp. 33-41, 1998.
    • (1998) Robot. Auton. Syst , vol.25 , pp. 33-41
    • Matellan, V.1    Fernandez, C.2    Molina, J.M.3
  • 26
    • 0033114942 scopus 로고    scopus 로고
    • Implementation of evolutionary fuzzy systems
    • Apr
    • Y. Shi, R. Eberhart, and Y. Chen, "Implementation of evolutionary fuzzy systems," IEEE Trans. Fuzzy Syst., vol. 7, no. 2, pp. 109-119, Apr. 1999.
    • (1999) IEEE Trans. Fuzzy Syst , vol.7 , Issue.2 , pp. 109-119
    • Shi, Y.1    Eberhart, R.2    Chen, Y.3
  • 27
    • 0029679044 scopus 로고    scopus 로고
    • Reinforcement learning: A survey
    • L. P. Kaelbling and A. W. Moor, "Reinforcement learning: A survey," J. Artif. Intell. Res., vol. 4, pp. 237-285, 1996.
    • (1996) J. Artif. Intell. Res , vol.4 , pp. 237-285
    • Kaelbling, L.P.1    Moor, A.W.2
  • 29
    • 0007911636 scopus 로고
    • Simultaneous design of membership functions and rule sets for fuzzy controllers using genetic algorithms
    • Apr
    • A. Homaifar and E. McCormick, "Simultaneous design of membership functions and rule sets for fuzzy controllers using genetic algorithms," IEEE Trans. Fuzzy Syst., vol. 3, no. 2, pp. 129-139, Apr. 1995.
    • (1995) IEEE Trans. Fuzzy Syst , vol.3 , Issue.2 , pp. 129-139
    • Homaifar, A.1    McCormick, E.2
  • 32
    • 0003673372 scopus 로고    scopus 로고
    • Inst. Robot. Intell. Syst, Sch. Eng, Univ. Southern California, Los Angeles, Tech. Rep. IRIS-99-375, Oct
    • P. Pirjanian, "Behaviour co-ordination mechanism - State-of-the-art," Inst. Robot. Intell. Syst., Sch. Eng., Univ. Southern California, Los Angeles, Tech. Rep. IRIS-99-375, Oct. 1999.
    • (1999) Behaviour co-ordination mechanism - State-of-the-art
    • Pirjanian, P.1
  • 33
    • 0001995167 scopus 로고    scopus 로고
    • Vision-servoed localization and behaviour-based planning for an autonomous quadruped-legged robot
    • presented at the, Breckenridge, CO
    • M. Veloso, E. Winner, S. Lenser, J. Bruce, and T. Balch, "Vision-servoed localization and behaviour-based planning for an autonomous quadruped-legged robot," presented at the AIPS 2000, Breckenridge, CO.
    • (2000) AIPS
    • Veloso, M.1    Winner, E.2    Lenser, S.3    Bruce, J.4    Balch, T.5
  • 34
    • 0033148447 scopus 로고    scopus 로고
    • RoboCup: Today and tomorrow - What we have learned
    • Jun
    • M. Asada, H. Kitano, I. Noda, and M. Veloso, "RoboCup: Today and tomorrow - What we have learned," Artif. Intell., vol. 110, no. 2, pp. 193-214, Jun. 1999.
    • (1999) Artif. Intell , vol.110 , Issue.2 , pp. 193-214
    • Asada, M.1    Kitano, H.2    Noda, I.3    Veloso, M.4
  • 36
    • 0028417296 scopus 로고
    • Discrete event systems for autonomous mobile agents
    • J. Kosecka and R. Bajcsy, "Discrete event systems for autonomous mobile agents," Robot. Auton. Syst., vol. 12, pp. 187-198, 1994.
    • (1994) Robot. Auton. Syst , vol.12 , pp. 187-198
    • Kosecka, J.1    Bajcsy, R.2
  • 37
    • 11144294260 scopus 로고    scopus 로고
    • Comparing reinforcement learning algorithms applied to crisp and fuzzy learning classifier systems
    • San Francisco, CA: Morgan Kaufmann
    • A. Bonarini, "Comparing reinforcement learning algorithms applied to crisp and fuzzy learning classifier systems," in Proc. Int. Conf. Learn. Classif. Syst., San Francisco, CA: Morgan Kaufmann, 1999, pp. 228-235.
    • (1999) Proc. Int. Conf. Learn. Classif. Syst , pp. 228-235
    • Bonarini, A.1
  • 38
    • 4243974112 scopus 로고
    • An evolutionary approach to learning in robots
    • presented at the, New Brunswick, NJ
    • J. Grefenstette and A. Schultz, "An evolutionary approach to learning in robots," presented at the Mach. Learn. Workshop Robot Learn., New Brunswick, NJ, 1994.
    • (1994) Mach. Learn. Workshop Robot Learn
    • Grefenstette, J.1    Schultz, A.2
  • 39
    • 84976932126 scopus 로고
    • Using genetic algorithms to learn reactive control parameters for autonomous robotic navigation
    • A. Ram, R. Arkin, G. Boone, and M. Pearce, "Using genetic algorithms to learn reactive control parameters for autonomous robotic navigation," J. Adapt. Behav., vol. 2, no. 3, pp. 277-303, 1994.
    • (1994) J. Adapt. Behav , vol.2 , Issue.3 , pp. 277-303
    • Ram, A.1    Arkin, R.2    Boone, G.3    Pearce, M.4
  • 40
    • 0345721826 scopus 로고
    • Emergent functionality in robotic agents through on-line evolution
    • R. Brooks and P. Maes, Eds. Cambridge, MA: MIT Press
    • L. Steels, "Emergent functionality in robotic agents through on-line evolution," in Proc. 4th Int. Workshop Synth. Simul. Living Syst. Artif. Life IV, R. Brooks and P. Maes, Eds. Cambridge, MA: MIT Press, 1994, pp. 8-14.
    • (1994) Proc. 4th Int. Workshop Synth. Simul. Living Syst. Artif. Life IV , pp. 8-14
    • Steels, L.1
  • 41
    • 0034933886 scopus 로고    scopus 로고
    • Reactive behaviours and agent architecture for Sony legged robots to play football
    • Jan
    • H. Hu and D. Gu, "Reactive behaviours and agent architecture for Sony legged robots to play football," Int. J. Ind. Robot, vol. 28, no. 1, pp. 45-53, Jan. 2001.
    • (2001) Int. J. Ind. Robot , vol.28 , Issue.1 , pp. 45-53
    • Hu, H.1    Gu, D.2
  • 42
    • 34447298539 scopus 로고    scopus 로고
    • Learning and evolving of Sony legged robots
    • Leicester, U.K, Jun
    • D. Gu and H. Hu, "Learning and evolving of Sony legged robots," in Proc. Int. Workshop - Recent Adv. Mob. Robots: Leicester, U.K., Jun. 2000, pp. 52-59.
    • (2000) Proc. Int. Workshop - Recent Adv. Mob. Robots , pp. 52-59
    • Gu, D.1    Hu, H.2
  • 43
    • 0028444278 scopus 로고
    • Temporal coordination of perceptual algorithms for mobile robot navigation
    • Jun
    • R. C. Arkin and D. MacKenzie, "Temporal coordination of perceptual algorithms for mobile robot navigation," IEEE Trans. Robot. Autom. vol. 10, no. 3, pp. 276-286, Jun. 1994.
    • (1994) IEEE Trans. Robot. Autom , vol.10 , Issue.3 , pp. 276-286
    • Arkin, R.C.1    MacKenzie, D.2
  • 44
    • 0031640841 scopus 로고    scopus 로고
    • Designing stable finite state machine behaviours using phase plane analysis and variable structure control
    • Leuven, Belgium, pp
    • J. T. Feddema, R. D. Robinett, and B. J. Driessen, "Designing stable finite state machine behaviours using phase plane analysis and variable structure control," in Proc. 1998 IEEE Int. Conf. Robot. Autom., Leuven, Belgium, pp. 1134-1141.
    • Proc. 1998 IEEE Int. Conf. Robot. Autom , pp. 1134-1141
    • Feddema, J.T.1    Robinett, R.D.2    Driessen, B.J.3
  • 45
    • 0026112711 scopus 로고
    • An automatic navigation system for vision guided vehicles using a double heuristic and a finite state machine
    • Feb
    • K.-Y. Fok and M. R. Kabuka, "An automatic navigation system for vision guided vehicles using a double heuristic and a finite state machine," IEEE Trans. Robot. Autom., vol. 7, no. 1, pp. 181-189, Feb. 1991.
    • (1991) IEEE Trans. Robot. Autom , vol.7 , Issue.1 , pp. 181-189
    • Fok, K.-Y.1    Kabuka, M.R.2
  • 47
    • 17044372574 scopus 로고    scopus 로고
    • An interactive software environment for gait generation and control design of Sony legged robots
    • Fukuoku, Japan
    • D. Golubovic and H. Hu, "An interactive software environment for gait generation and control design of Sony legged robots," in Proc. 6th Int. Symp. RoboCup, Fukuoku, Japan, 2002, pp. 24-25.
    • (2002) Proc. 6th Int. Symp. RoboCup , pp. 24-25
    • Golubovic, D.1    Hu, H.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.