Case-based, decision-theoretic, HTN planning

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 3155, Issue , 2004, Pages 257-271

  Macedo, Luís ^a,b   Cardoso, Amílcar ^b  

^a POLYTECHNIC INSTITUTE OF COIMBRA   (Portugal)

^b UNIVERSITY OF COIMBRA   (Portugal)

Author keywords

[No Author keywords available]

Indexed keywords

DOMAIN DECOMPOSITION METHODS; MULTI AGENT SYSTEMS;

DECISION-THEORETIC; DECISION-THEORETIC PLANNING; EXPECTED UTILITY; MULTI-AGENT ENVIRONMENT; PROBABILISTIC CONDITIONALS; REAL WORLD DOMAIN; TASK DECOMPOSITION; TASK NETWORKS;

CASE BASED REASONING;

EID: 35048851636     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-28631-8_20     Document Type: Article

References (24)

1. J. Allen, "Maintaining knowledge about temporal intervals," Communications of the ACM, vol. 26, pp. 832-843, 1983.
2. R. Bergmann and W. Wilke, "On the Role of Abstraction in Case-Based Reasoning," in Advances in Case-Based Reasoning - Proceedings of the Third European Workshop on Case-Based Reasoning, vol. 1168, Lecture Notes in Artificial Intelligence, I. Smith and B. Faltings, Eds. Berlin: Springer Verlag, 1996, pp. 28-43.
3. J. Blythe, "Decision-Theoretic Planning," AI Magazine, Summer 1999, 1999.
4. K. Erol, J. Hendler, and D. Nau, "UMCP: A sound and complete procedure for hierarchical task-network planning," in Proceedings of the International Conference on AI Planning Systems, 1994, pp. 249-254.
5. A. Francis and A. Ram, "The utility problem in case-based reasoning," in Proceedings of the AAAI-93 Case-based Reasoning Workshop, 1993.
6. P. Haddawy and A. Doan, "Abstracting probabilistic actions," in Proceedings of the Tenth Conference on Uncertainty in Artificial Intelligence. San Mateo, CA: Morgan Kaufmann, 1994, pp. 270-277.
7. O. Ilghami, D. Nau, H. Muñoz-Avila, and D. Aha, "CaMeL: Learning methods for HTN planning," in AIPS-2002, 2002.
8. J. Kolodner, Case-Based Reasoning. San Mateo, CA: Morgan-Kaufmann, 1993.
9. M. Littman and S. Majercik, "Large-Scale Planning Under Uncertainty: A Survey," in Workshop on Planning and Scheduling for Space, 1997, pp. 27:1-8.
10. A. Lotem and D. Nau, "New advances in GraphHTN: Identifying independent subproblems in large HTN domains," in Proceedings of the International Conference on AI Planning Systems, 2000, pp. 206-215.
11. L. Macedo and A. Cardoso, "Nested-Graph structured representations for cases," in Advances in Case-Based Reasoning - Proceedings of the 4th European Workshop on Case-Based Reasoning, vol. 1488, Lecture Notes in Artificial Intelligence, B. Smyth and P. Cunningham, Eds. Berlin: Springer-Verlag, 1998, pp. 1-12.
12. L. Macedo and A. Cardoso, "SC-EUNE - Surprise/Curiosity-based Exploration of Uncertain and Unknown Environments," in Proceedings of the AISE'01 Symposium on Emotion, Cognition and Affective Computing. York, UK: University of York, 2001, pp. 73-81.
13. S. Minton, "Qualitative results concerning the utility of explanation-based learning," Artificial Intelligence, vol. 42, pp. 363-391, 1990.
14. H. Muñoz-Avila, D. Aha, D. Nau, L. Breslow, R. Weber, and F. Yamal, "SiN: Integrating Case-based Reasoning with Task Decomposition," in Proceedings of the Seventeenth International Joint Conference on Artificial Intelligence (IJCAI-200I). Seattle, WA: Morgan Kaufmann, 2001.
15. D. Nau, H. Muñoz-Avila, Y. Cao, A. Lotem, and S. Mitchell, "Total-order planning with partially ordered subtasks," in Proceedings of the Seventeenth International Joint Conference on Artificial Intelligence. Seattle, WA: Morgan Kaufmann, 2001.
16. D. Nau, T. Au, O. Ilghami, U. Kuter, W. Murdock, D. Wu, and F. Yaman, "SHOP2: An HTN planning system," Journal of Artificial Intelligence Research, vol. 20, pp. 379-404, 2003.
17. S. Rüssel and P. Norvig, Artificial Intelligence - A Modern Approach. Englewood Cliffs, NJ: Prentice Hall, 1995.
18. B. Smyth and M. Keane, "Remembering to forget: a competence preserving case deletion policy for CBR systems," in Proceedings of the 14th International Joint Conference on Artificial Intelligence. San Mateo, CA: Morgan Kaufmann, 1995, pp. 377-383.
19. B. Smyth and P. Cunningham, "The utility problem analysed," in Advances in Case-Based Reasoning - Proceedings of the Third European Workshop on Case-Based Reasoning, vol. 1168, Lecture Notes in Artificial Intelligence, I. Smith and B. Fallings, Eds. Berlin: Springer Verlag, 1996, pp. 392-399.
20. B. Smyth and E. McKenna, "Building compact competent case bases," in Proceedings of the Third International Conference on Case-Based Reasoning. Berlin: Springer Verlag, 1999, pp. 329-342.
21. S. Thrun, "Robotic mapping: A survey," in Exploring Artificial Intelligence in the New Millenium, G. Lakemeyer and B. Nebel, Eds. San Mateo, CA: Morgan Kaufmann, 2002.
22. M. van Lent and J. Laird, "Learning Hierarchical Performance Knowledge by Observation," in Proceedings of the International Conference on Machine Learning, 1999.
23. K. Xu and H. Muñoz-Avila, "CBM-Gen+: An algorithm for reducing case base inconsistencies in hierarchical and incomplete domains," in Proceedings of the International Conference on Case-Based Reasoning. Berlin: Springer, 2003.
24. H. Younes, "Extending PDDL to model stochastic decision processes," in Proceedings of the ICAPS-02 Workshop on PDDL, 2003.