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Volumn WS-08-13, Issue , 2008, Pages 31-36

Transfer learning by mapping with minimal target data

Author keywords

[No Author keywords available]

Indexed keywords

BEST MODEL; SOURCE MODELS; TARGET DOMAIN; TRANSFER LEARNING;

EID: 66149163084     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (72)

References (12)
  • 1
    • 66149184766 scopus 로고    scopus 로고
    • Deshpande, A.; Milch, B.; Zettlemoyer, L. S.; and Kaelbling, L. P. 2007. Learning probabilistic relational dynamics for multiple tasks. UAI-07.
    • Deshpande, A.; Milch, B.; Zettlemoyer, L. S.; and Kaelbling, L. P. 2007. Learning probabilistic relational dynamics for multiple tasks. UAI-07.
  • 4
    • 84880803349 scopus 로고    scopus 로고
    • Generalizing plans to new environments in relational MDPs
    • Guestrin, C.; Koller, D.; Gearhart, C.; and Kanodia, N. 2003. Generalizing plans to new environments in relational MDPs. IJCAI-03.
    • (2003) IJCAI , vol.3
    • Guestrin, C.1    Koller, D.2    Gearhart, C.3    Kanodia, N.4
  • 5
    • 31844432693 scopus 로고    scopus 로고
    • Learning the structure of Markov logic networks
    • Kok, S., and Domingos, P. 2005. Learning the structure of Markov logic networks. ICML-05.
    • (2005) ICML , vol.5
    • Kok, S.1    Domingos, P.2
  • 6
    • 33749545442 scopus 로고    scopus 로고
    • The Alchemy system for statistical relational AI
    • Dept. of Comp. Sci. and Eng, University of Washington
    • Kok, S.; Singla, P.; Richardson, M.; and Domingos, P. 2005. The Alchemy system for statistical relational AI. Tech, report, Dept. of Comp. Sci. and Eng., University of Washington, http://www.cs.washington.edu/ai/alchemy.
    • (2005) Tech, report
    • Kok, S.1    Singla, P.2    Richardson, M.3    Domingos, P.4
  • 7
    • 66149172462 scopus 로고    scopus 로고
    • Bottom-up learning of Markov logic network structure
    • Mihalkova, L., and Mooney, R. J. 2007. Bottom-up learning of Markov logic network structure. ICML-07.
    • (2007) ICML , vol.7
    • Mihalkova, L.1    Mooney, R.J.2
  • 8
    • 66149163425 scopus 로고    scopus 로고
    • Mihalkova, L.; Huynh, T.; and Mooney, R. J. 2007. Mapping and revising Markov logic networks for transfer learning. AAAI-07.
    • Mihalkova, L.; Huynh, T.; and Mooney, R. J. 2007. Mapping and revising Markov logic networks for transfer learning. AAAI-07.
  • 9
    • 66149172463 scopus 로고    scopus 로고
    • Poon, H., and Domingos, P. 2006. Sound and efficient inference with probabilistic and deterministic dependencies. AAAI-06,
    • Poon, H., and Domingos, P. 2006. Sound and efficient inference with probabilistic and deterministic dependencies. AAAI-06,
  • 11
    • 84876880403 scopus 로고    scopus 로고
    • Taylor, M. E.; Kuhlmann, G.; and Stone, P. 2008. Autonomous transfer for reinforcement learning. AAMAS-08.
    • Taylor, M. E.; Kuhlmann, G.; and Stone, P. 2008. Autonomous transfer for reinforcement learning. AAMAS-08.
  • 12
    • 66149160701 scopus 로고    scopus 로고
    • Torrey, L.; Shavlik, J.; Walker, T.; and Maclin, R. 2007. Relational macros for transfer in reinforcement learning. ILP-07.
    • Torrey, L.; Shavlik, J.; Walker, T.; and Maclin, R. 2007. Relational macros for transfer in reinforcement learning. ILP-07.


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.