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Volumn , Issue , 2011, Pages 73-79

Batch reinforcement learning for optimizing longitudinal driving assistance strategies

Author keywords

[No Author keywords available]

Indexed keywords

ACTION SELECTION; ASSISTANCE SYSTEM; ASSISTIVE; BATCH REINFORCEMENT LEARNING; CAR SIMULATOR; HUMAN DRIVERS; LEADING VEHICLE; LONGITUDINAL DRIVING; MACHINE LEARNING METHODS; OPEN PROBLEMS; OPTIMAL COMBINATION; WARNING SIGNALS;

EID: 79961195324     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CIVTS.2011.5949533     Document Type: Conference Paper
Times cited : (8)

References (21)
  • 2
    • 33751112886 scopus 로고    scopus 로고
    • Ableitung von anforderungen an ein fahrerassistenzsystem aus sicht der verkehrssicherheit
    • Tech. Rep. F 60
    • M. Vollrath et al., "Ableitung von anforderungen an ein fahrerassistenzsystem aus sicht der verkehrssicherheit," Bundesanstalt für Straßenwesen, Fahrzeugtechnik, Tech. Rep. F 60, 2006.
    • (2006) Bundesanstalt für Straßenwesen, Fahrzeugtechnik
    • Vollrath, M.1
  • 3
    • 33751075996 scopus 로고    scopus 로고
    • In welchen Situationen machen Fahrer welche Fehler? Ableitung von Anforderungen an Fahrerassistenzsysteme durch in-depth-Unfallanalysen
    • S. Briest and M. Vollrath, "In welchen situationen machen fahrer welche fehler? ableitung von anforderungen an fahrerassistenzsysteme durch," in In-Depth- Unfallanalysen. In VDI (Ed.), Integrierte Sicherheit und Fahrerassistenzsysteme, 2006, pp. 449 - 463. (Pubitemid 44770067)
    • (2006) VDI Berichte , Issue.1960 , pp. 449-463
    • Briest, S.1    Vollrath, M.2
  • 5
    • 0036624914 scopus 로고    scopus 로고
    • Collision warning timing, driver distraction, and driver response to imminent rear-end collisions in a high-fidelity driving simulator
    • J. D. Lee, D. V. McGehee, T. L. Brown, and M. L. Reyes, "CollisionWarning Timing, Driver Distraction, and Driver Response to Imminent Rear-End Collisions in a High-Fidelity Driving Simulator," Human Factors: The Journal of the Human Factors and Ergonomics Society, vol. 44, no. 2, pp. 314-334, Summer 2002. (Pubitemid 35315402)
    • (2002) Human Factors , vol.44 , Issue.2 , pp. 314-334
    • Lee, J.D.1    McGehee, D.V.2    Brown, T.L.3    Reyes, M.L.4
  • 8
    • 26944503411 scopus 로고    scopus 로고
    • Autonomous vehicle steering based on evaluative feedback by reinforcement learning
    • ser. Lecture Notes in Computer Science, P. Perner and A. Imiya, Eds. Springer Berlin / Heidelberg
    • K.-D. Kuhnert and M. Krödel, "Autonomous vehicle steering based on evaluative feedback by reinforcement learning," in Machine Learning and Data Mining in Pattern Recognition, ser. Lecture Notes in Computer Science, P. Perner and A. Imiya, Eds. Springer Berlin / Heidelberg, 2005, vol. 3587, pp. 405- 414.
    • (2005) Machine Learning and Data Mining in Pattern Recognition , vol.3587 , pp. 405-414
    • Kuhnert, K.-D.1    Krödel, M.2
  • 9
    • 13344286987 scopus 로고    scopus 로고
    • A reinforcement learning algorithm for optimal motion of car-like vehicles
    • Proceedings - 7th International IEEE Conference on Intelligent Transportation Systems, ITSC 2004
    • T. Martinez-Marin, "A reinforcement learning algorithm for optimal motion of car-like vehicles," in Proceedings of the 7th International IEEE Conference on Intelligent Transportation Systems, oct. 2004, pp. 47 - 51. (Pubitemid 40196647)
    • (2004) IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC , pp. 47-51
    • Martinez-Marin, T.1
  • 10
    • 0033685792 scopus 로고    scopus 로고
    • A new reinforcement learning vehicle control architecture for vision-based road following
    • may.
    • S.-Y. Oh, J.-H. Lee, and D.-H. Choi, "A new reinforcement learning vehicle control architecture for vision-based road following," IEEE Transactions on Vehicular Technology, vol. 49, no. 3, pp. 997 -1005, may. 2000.
    • (2000) IEEE Transactions on Vehicular Technology , vol.49 , Issue.3 , pp. 997-1005
    • Oh, S.-Y.1    Lee, J.-H.2    Choi, D.-H.3
  • 13
    • 0029276036 scopus 로고
    • Temporal difference learning and TD-gammon
    • March
    • G. Tesauro, "Temporal Difference Learning and TD-Gammon," Communications of the ACM, vol. 38, no. 3, March 1995.
    • (1995) Communications of the ACM , vol.38 , Issue.3
    • Tesauro, G.1
  • 14
    • 0001771345 scopus 로고    scopus 로고
    • Linear least-squares algorithms for temporal difference learning
    • S. J. Bradtke and A. G. Barto, "Linear Least-Squares algorithms for temporal difference learning," Machine Learning, vol. 22, no. 1-3, pp. 33-57, 1996. (Pubitemid 126724362)
    • (1996) Machine Learning , vol.22 , Issue.1-3 , pp. 33-57
    • Bradtke, S.J.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.