메뉴 건너뛰기




Volumn , Issue , 2011, Pages 6102-6108

Minimum uncertainty robot navigation using information-guided POMDP planning

Author keywords

[No Author keywords available]

Indexed keywords

COLLISION-FREE TRAJECTORY; FILTERING ALGORITHM; GOAL CONFIGURATION; MARKOV DECISION PROCESSES; NAVIGATION PROBLEM; OBJECTIVE FUNCTIONS; OBSERVATION MODEL; ROBOT NAVIGATION; UNCERTAIN PROCESS;

EID: 84866304236     PISSN: 10504729     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICRA.2011.5979695     Document Type: Conference Paper
Times cited : (38)

References (30)
  • 3
    • 77955809740 scopus 로고    scopus 로고
    • Exploiting domain knowledge in planning for uncertain robot systems modeled as POMDPs
    • Anchorage, AK, USA, May
    • S. Candido, J. Davidson, and S. Hutchinson, "Exploiting domain knowledge in planning for uncertain robot systems modeled as POMDPs," in IEEE International Conference on Robotics and Automation, Anchorage, AK, USA, May 2010, pp. 3596-3603.
    • (2010) IEEE International Conference on Robotics and Automation , pp. 3596-3603
    • Candido, S.1    Davidson, J.2    Hutchinson, S.3
  • 10
    • 0242690505 scopus 로고    scopus 로고
    • Stochastic roadmap simulation: An efficient representation and algorithm for analyzing molecular motion
    • M. Apaydin, D. Brutlag, C. Guestrin, D. Hsu, J. Latombe, and C. Varm, "Stochastic roadmap simulation: An efficient representation and algorithm for analyzing molecular motion," Journal of Computational Biology, Vol. 10, pp. 257-281, 2003.
    • (2003) Journal of Computational Biology , vol.10 , pp. 257-281
    • Apaydin, M.1    Brutlag, D.2    Guestrin, C.3    Hsu, D.4    Latombe, J.5    Varm, C.6
  • 11
    • 51649093592 scopus 로고    scopus 로고
    • The stochastic motion roadmap: A sampling framework for planning with Markov motion uncertainty
    • R. Alterovitz, T. Simeon, and K. Goldberg, "The stochastic motion roadmap: A sampling framework for planning with Markov motion uncertainty," in Robotics: Science and Systems, 2007, pp. 246-253.
    • (2007) Robotics: Science and Systems , pp. 246-253
    • Alterovitz, R.1    Simeon, T.2    Goldberg, K.3
  • 14
    • 51649107377 scopus 로고    scopus 로고
    • The belief roadmap: Efficient planning in linear pomdps by factoring the covariance
    • S. Prentice and N. Roy, "The belief roadmap: Efficient planning in linear pomdps by factoring the covariance," in International Symposium on Robotics Research, 2007.
    • (2007) International Symposium on Robotics Research
    • Prentice, S.1    Roy, N.2
  • 19
    • 0015658957 scopus 로고
    • The optimal control of partially observable Markov processes over a finite horizon
    • R. Smallwood and E. Sondik, "The optimal control of partially observable Markov processes over a finite horizon," Operations Research, pp. 1071-1088, 1973.
    • (1973) Operations Research , pp. 1071-1088
    • Smallwood, R.1    Sondik, E.2
  • 20
    • 0032073263 scopus 로고    scopus 로고
    • Planning and acting in partially observable stochastic domains
    • L. p. Kaelbling, M. L. Littman, and A. R. Cassandra, "Planning and acting in partially observable stochastic domains," Artificial Intelligence, Vol. 101, no. 1-2, pp. 99-134, 1998.
    • (1998) Artificial Intelligence , vol.101 , Issue.1-2 , pp. 99-134
    • Kaelbling, L.P.1    Littman, M.L.2    Cassandra, A.R.3
  • 24
    • 84960123032 scopus 로고    scopus 로고
    • SARSOP: Efficient point-based POMDP planning by approximating optimally reachable belief spaces
    • H. Kurniawati, D. Hsu, and W. Lee, "SARSOP: Efficient point-based POMDP planning by approximating optimally reachable belief spaces," in Robotics: Science and Systems, 2008, pp. 65-72.
    • (2008) Robotics: Science and Systems , pp. 65-72
    • Kurniawati, H.1    Hsu, D.2    Lee, W.3
  • 25
    • 31144472319 scopus 로고    scopus 로고
    • Perseus: Randomized point-based value iteration for POMDPs
    • M. Spaan and N. Vlassis, "Perseus: Randomized point-based value iteration for POMDPs," Journal of Artificial Intelligence Research, Vol. 24, pp. 195-220, 2005.
    • (2005) Journal of Artificial Intelligence Research , vol.24 , pp. 195-220
    • Spaan, M.1    Vlassis, N.2
  • 26
    • 50549213583 scopus 로고
    • Optimal control of Markov decision processes with incomplete state estimation
    • K. J. Astrom, "Optimal control of Markov decision processes with Incomplete state estimation," Journal of Mathematical Analysis and Applications, Vol. 10, pp. 174-205, 1965.
    • (1965) Journal of Mathematical Analysis and Applications , vol.10 , pp. 174-205
    • Astrom, K.J.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.