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Volumn , Issue , 2007, Pages 782-789

Distributed path planning for mobile robots using a swarm of interacting reinforcement learners

Author keywords

Physical path planning; Reinforcement learning; Robot navigation; Swarm intelligence

Indexed keywords

COMPUTATIONAL BURDENS; DYNAMIC ENVIRONMENTS; PATH PLANNING METHODS; PHYSICAL PATH PLANNING; REINFORCEMENT LEARNING TECHNIQUES; ROBOT NAVIGATION; ROUGH TERRAINS; SWARM INTELLIGENCE;

EID: 60349122908     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1329125.1329273     Document Type: Conference Paper
Times cited : (10)

References (15)
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    • J. A. Boyan and M. L. Littman. Packet routing in dynamically changing networks: A reinforcement learning approach. In J. D. Cowan, G. Tesauro, and J. Alspector, editors, Advances in Neural Information Processing Systems, volume 6, pages 671-678, San Francisco, CA, 1993. Morgan Kaufman.
    • (1993) Advances in Neural Information Processing Systems , vol.6 , pp. 671-678
    • Boyan, J.A.1    Littman, M.L.2
  • 3
    • 0022688781 scopus 로고
    • A robust layered control system for a mobile robot
    • March
    • R. A. Brooks. A robust layered control system for a mobile robot. IEEE Journal of Robotics and Automation, 2(1):14-23, March 1986.
    • (1986) IEEE Journal of Robotics and Automation , vol.2 , Issue.1 , pp. 14-23
    • Brooks, R.A.1
  • 4
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    • 26444468603 scopus 로고    scopus 로고
    • An architecture for behavior-based reinforcement learning
    • March
    • G. D. Konidaris and G. M. Hayes. An architecture for behavior-based reinforcement learning. Adaptive Behavior, 13(1):5-32, March 2005.
    • (2005) Adaptive Behavior , vol.13 , Issue.1 , pp. 5-32
    • Konidaris, G.D.1    Hayes, G.M.2
  • 10
    • 26444496413 scopus 로고
    • Learning a distributed map representation based on navigation behaviors
    • R, A. Brooks, editor, MIT Press, Cambridge, MA
    • M. Mataric and R. Brooks. Learning a distributed map representation based on navigation behaviors. In R-. A. Brooks, editor, Cambrian Intelligence: The Early History of the New AI. MIT Press, Cambridge, MA, 1990.
    • (1990) Cambrian Intelligence: The Early History of the New AI
    • Mataric, M.1    Brooks, R.2
  • 12
    • 0032621035 scopus 로고    scopus 로고
    • A review of current routing protocols for ad-hoc mobile wireless networks
    • April
    • E. M. Royer and C. Toh. A review of current routing protocols for ad-hoc mobile wireless networks. In IEEE Personal Communications, April 1999.
    • (1999) IEEE Personal Communications
    • Royer, E.M.1    Toh, C.2
  • 15
    • 34249833101 scopus 로고
    • Technical note: Q-learning
    • C. Watkins and P. Dayan. Technical note: Q-learning. Machine Learning, 8:279-292, 1992.
    • (1992) Machine Learning , vol.8 , pp. 279-292
    • Watkins, C.1    Dayan, P.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.