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Volumn 64, Issue 1-3, 2006, Pages 263-287

Learning goal hierarchies from structured observations and expert annotations

Author keywords

Behavioral cloning; Cognitive agent architectures; Inductive logic programming (ILP); Relational learning; Relational learning by observation

Indexed keywords

ARTIFICIAL INTELLIGENCE; COGNITIVE SYSTEMS; COMPUTER ARCHITECTURE; KNOWLEDGE ACQUISITION; LOGIC PROGRAMMING; PROBLEM SOLVING;

EID: 33748280643     PISSN: 08856125     EISSN: 15730565     Source Type: Journal    
DOI: 10.1007/s10994-006-7734-8     Document Type: Conference Paper
Times cited : (29)

References (31)
  • 1
    • 1942450674 scopus 로고    scopus 로고
    • A framework for behavioural cloning
    • K. Furukawa, D. Michie, & S. Muggleton (Eds.), Oxford University Press
    • Bain, M., & Sammut, C. (1999). A framework for behavioural cloning. In K. Furukawa, D. Michie, & S. Muggleton (Eds.), Applied machine intelligence, machine intelligence, 15, Oxford University Press.
    • (1999) Applied Machine Intelligence, Machine Intelligence , vol.15
    • Bain, M.1    Sammut, C.2
  • 2
    • 85055241151 scopus 로고
    • Inductive learning of reactive action models
    • A. Prieditis, & S. Russell (Eds.). San Francisco, CA: Morgan Kaufmann
    • Benson, S., & Nilsson, N. (1995). Inductive learning of reactive action models. In A. Prieditis, & S. Russell (Eds.), Machine learning: Proceedings of the twelfth international conference (pp. 47-54). San Francisco, CA: Morgan Kaufmann.
    • (1995) Machine Learning: Proceedings of the Twelfth International Conference , pp. 47-54
    • Benson, S.1    Nilsson, N.2
  • 5
    • 0000017646 scopus 로고
    • Explanation-based learning: An alternative view
    • DeJong, G., & Mooney, J. R. (1986). Explanation-based learning: An alternative view. Machine Learning, 1(2), 145-176.
    • (1986) Machine Learning , vol.1 , Issue.2 , pp. 145-176
    • DeJong, G.1    Mooney, J.R.2
  • 6
    • 0013464438 scopus 로고    scopus 로고
    • Integrating experimentation and guidance in relational reinforcement learning
    • C. Sammut, & C. Hoffmann (Eds.). San Francisco, CA: Morgan Kaufmann
    • Driessens, K., & Dzeroski, S. (2002). Integrating experimentation and guidance in relational reinforcement learning. In C. Sammut, & C. Hoffmann (Eds.), Proceedings of the nineteenth international conference on machine learning (pp. 115-122). San Francisco, CA: Morgan Kaufmann.
    • (2002) Proceedings of the Nineteenth International Conference on Machine Learning , pp. 115-122
    • Driessens, K.1    Dzeroski, S.2
  • 10
    • 0032649290 scopus 로고    scopus 로고
    • Learning to take actions
    • Khardon, R. (1999). Learning to take actions. Machine Learning, 35(1), 57-90.
    • (1999) Machine Learning , vol.35 , Issue.1 , pp. 57-90
    • Khardon, R.1
  • 14
    • 0007654958 scopus 로고
    • Cognitive models from subcognitive skills
    • M. Grimble, J. McGhee, & P. Mowforth (Eds.). Stevenage: Peter Peregrinus
    • Michie, D., Bain, M., & Hayes-Michie, J. (1990). Cognitive models from subcognitive skills. In M. Grimble, J. McGhee, & P. Mowforth (Eds.), Knowledge-based systems in industrial control. Stevenage: Peter Peregrinus.
    • (1990) Knowledge-based Systems in Industrial Control
    • Michie, D.1    Bain, M.2    Hayes-Michie, J.3
  • 15
    • 22944438822 scopus 로고
    • Building symbolic representations of intuitive real-time skills from performance data
    • Michie, D., & Camacho, R. (1992). Building symbolic representations of intuitive real-time skills from performance data. In Machine Intelligence 13 Workshop.
    • (1992) Machine Intelligence 13 Workshop
    • Michie, D.1    Camacho, R.2
  • 16
  • 18
    • 77951503082 scopus 로고
    • Inverse entailment and progol
    • Muggleton, S. (1995). Inverse entailment and progol. New Generation Computing, 13, 245-286.
    • (1995) New Generation Computing , vol.13 , pp. 245-286
    • Muggleton, S.1
  • 23
    • 77955032417 scopus 로고
    • ARMS: Acquiring robotic assembly plans
    • G. DeJong (Ed.). Boston: Kluwer
    • Segre, A. M. (1993). ARMS: Acquiring robotic assembly plans. In G. DeJong (Ed.), Investigating explanation-based learning. Boston: Kluwer.
    • (1993) Investigating Explanation-based Learning
    • Segre, A.M.1
  • 30
    • 0003704016 scopus 로고    scopus 로고
    • Ph.D. Thesis (Tech. Report CMU-CS-96.154). Computer Science Department, Carnegie Mellon University
    • Wang, X. (1996). Learning planning operators by observation and practice. Ph.D. Thesis (Tech. Report CMU-CS-96.154). Computer Science Department, Carnegie Mellon University.
    • (1996) Learning Planning Operators by Observation and Practice
    • Wang, X.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.