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Volumn 5989 LNAI, Issue , 2010, Pages 234-248

Policy transfer via Markov logic networks

Author keywords

[No Author keywords available]

Indexed keywords

COMPLEX TASK; INITIAL STAGES; KNOWLEDGE TRANSFER; MARKOV LOGIC NETWORKS; POLICY TRANSFER; Q-FUNCTIONS; RELATIONAL MODEL; ROBOCUP; SOCCER DOMAIN; SPEED-UPS;

EID: 77955044869     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-13840-9_23     Document Type: Conference Paper
Times cited : (11)

References (15)
  • 1
    • 40249088278 scopus 로고    scopus 로고
    • Learning relational skills for inductive transfer in relational reinforcement learning
    • ILP 2007, Blockeel, H., Ramon, J., Shavlik, J., Tadepalli, P. (eds.), Springer, Heidelberg
    • Croonenborghs, T., Driessens, K., Bruynooghe, M.: Learning relational skills for inductive transfer in relational reinforcement learning. In: Blockeel, H., Ramon, J., Shavlik, J., Tadepalli, P. (eds.) ILP 2007. LNCS (LNAI), vol.4894, pp. 88-97. Springer, Heidelberg (2007)
    • (2007) LNCS (LNAI) , vol.4894 , pp. 88-97
    • Croonenborghs, T.1    Driessens, K.2    Bruynooghe, M.3
  • 2
    • 77955023200 scopus 로고    scopus 로고
    • Probabilistic policy reuse in a reinforcement learning agent
    • Fernandez, F., Veloso, M.: Probabilistic policy reuse in a reinforcement learning agent. In: AAMAS (2006)
    • (2006) AAMAS
    • Fernandez, F.1    Veloso, M.2
  • 4
    • 38049174896 scopus 로고    scopus 로고
    • Efficient weight learning for Markov logic networks
    • KDD 2007, Kok, J.N., Koronacki, J., Lopez de Mantaras, R., Matwin, S., Mladenic, D., Skowron, A. (eds.), Springer, Heidelberg
    • Lowd, D., Domingos, P.: Efficient Weight Learning for Markov Logic Networks. In: Kok, J.N., Koronacki, J., Lopez de Mantaras, R., Matwin, S., Mladenic, D., Skowron, A. (eds.) KDD 2007. LNCS (LNAI), vol.4702, pp. 200-211. Springer, Heidelberg (2007)
    • (2007) LNCS (LNAI) , vol.4702 , pp. 200-211
    • Lowd, D.1    Domingos, P.2
  • 6
    • 3843062299 scopus 로고    scopus 로고
    • Transfer of experience between reinforcement learning environments with progressive difficulty
    • Madden, M., Howley, T.: Transfer of experience between reinforcement learning environments with progressive difficulty. AI Review 21, 375-398 (2004)
    • (2004) AI Review , vol.21 , pp. 375-398
    • Madden, M.1    Howley, T.2
  • 11
    • 0013528313 scopus 로고    scopus 로고
    • Scaling reinforcement learning toward RoboCup soccer
    • Stone, P., Sutton, R.: Scaling reinforcement learning toward RoboCup soccer. In: ICML (2001)
    • (2001) ICML
    • Stone, P.1    Sutton, R.2
  • 13
    • 84866381873 scopus 로고    scopus 로고
    • Transfer learning
    • Soria, E., Martin, J., Magdalena, R., Martinez M., Serrano, A. (eds.), IGI Global
    • Torrey, L., Shavlik, J.: Transfer learning. In: Soria, E., Martin, J., Magdalena, R., Martinez, M., Serrano, A. (eds.) Handbook of Research on Machine Learning Applications. IGI Global (2009)
    • (2009) Handbook of Research on Machine Learning Applications
    • Torrey, L.1    Shavlik, J.2
  • 15
    • 77955030508 scopus 로고    scopus 로고
    • Relational macros for transfer in reinforcement learning
    • Torrey, L., Shavlik, J., Walker, T., Maclin, R.: Relational macros for transfer in reinforcement learning. In: ICML (2007)
    • (2007) ICML
    • Torrey, L.1    Shavlik, J.2    Walker, T.3    MacLin, R.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.