Utilizing natural language for one-shot task learning

Journal of Logic and Computation

Volumn 18, Issue 3, 2008, Pages 475-493

  Jung, Hyuckchul ^a   Allen, James ^a   Galescu, Lucian ^a   Chambers, Nathanael ^b   Swift, Mary ^c   Taysom, William ^a  

^a INSTITUTE FOR HUMAN AND MACHINE COGNITION   (United States)

^b Stanford University   (United States)

^c University of Rochester   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER SUPPORTED COOPERATIVE WORK; DECISION MAKING; KNOWLEDGE REPRESENTATION; LEARNING SYSTEMS; PROBLEM SOLVING;

INCOMPLETE REPRESENTATION; NATURAL LANGUAGE EXPLANATION; ONE-SHOT TASK LEARNING;

NATURAL LANGUAGE PROCESSING SYSTEMS;

EID: 44649142480     PISSN: 0955792X     EISSN: 1465363X     Source Type: Journal    
DOI: 10.1093/logcom/exm071     Document Type: Article

References (18)

1. J. Allen, N. Blaylock and G. Ferguson. A problem solving model for collaborative agents. In Proceedings of the International Joint Conference on Autonomous Agents and Multi-Agent Systems, ACM Press, New York, NY, USA, 2002.
2. R. Angros, L. Johnson, J. Rickel and A. Scholer. Learning domain, knowledge for teaching procedural skills. In Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, ACM Press, New York, NY, USA, 2002.
3. J. Blythe. Task learning by instruction in tailor. In Proceedings of the International Conference on Intelligent User Interfaces, ACM Press, New York, NY, USA, 2005.
4. N. Chambers, J. Allen, L. Galescu, H. Jung and W. Taysom. Using semantics to identify web objects. In Proceedings of the National Conference on Artificial Intelligence, AAAI Press, Menlo Park, CA, USA, 2006.
5. Copestake and D. Flickinger. An open source grammar development environment and broad-coverage English grammar using HPSG In Proceedings of the Second International Workshop on Language Resources and Evaluation, ELDA, Paris, France, 2000.
6. M. Dzikovska, J. Allen and M. Swift. Linking semantic and knowledge representations in a multi-domain dialogue system. Journal of Logic and Computation, Oxford University Press, Oxford, UK, in press.
7. G. Ferguson and J. Allen TRIPS: an integrated intelligent problem-solving assistant. In Proceedings of the National Conference on Artificial Intelligence, AAAI Press, Menlo Park, CA, USA, 1998.
8. Garland, K. Ryall and C. Rich . Learning hierarchical task models by defining and refining examples. In Proceedings of the International Conference on Knowledge Capture, ACM Press, New York, NY, USA, 2001.
9. Y. Gil, J. Blythe, J. Kimand S. Ramachandran. Acquring procedural knowledge in EXPECT. In Proceedings of AAAI Fall Symposium, AAAI Press, Menlo Park, CA, USA, 2000.
10. T. Lau, L. Bergman, V. Castelliand and D. Oblinger . Sheep Dog: learning procedures for technical support. In Proceedings of the International Conference on Intelligent User Interface, ACM Press, New York, NY, USA, 2004.
11. T. Lau and D. Weld. Programming by demonstration: an inductive learning formulation. In Proceedings of the International Conference on Intelligent User Interfaces, ACM Press, New York, NY, USA, 1999.
12. F. Lee and J. Anderson Learning to act: acquisition and optimization of procedural skill. In Proceedings of the Annual Conference of the Cognitive Science Society, Psychology Press, Hove, UK, 1997.
13. M. Lent and J. Laird. Learning procedural knowledge through observation. In Proceedings of the International Conference on Knowledge Capture, ACM Press, New York, NY, USA, 2001.
14. J. Maxwell and R. Kaplan. An efficient parser for LFG. In Proceedings of the First Lexical Functional Grammar Conference, University of Chicago Press, Chicago, IL, USA, 1996.
15. M. Nicolescu and M. Mataric Experienced-based representation construction: learning from human and robot teachers. In Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, IEEE Computer Society, Los Alamitos, CA, USA, 2001.
16. M. Rayner, B. A. Hockey and G. Dowding. Grammar specialization meets language modelling. In Proceedings of the 7th International Conference on Spoken Language Processing, ISCA Archive, Bonn, Germany, 2002.
17. S. Seneff. TINA: a natural language system, for spoken language applications. Computational Linguistics, 18, 61-86, MIT Press, MA, USA, 1992.
18. Q. Yang, K. Wu and Y. Jiang Learning action models from plan examples with incomplete knowledge. In Proceedings of the International Conference on Automated Planning and Scheduling, AAAI Press, Menlo Park, USA, 2005.