Search Control of Plan Generation in Decision-Theoretic Planners

Proceedings of the 4th International Conference on Artificial Intelligence Planning Systems, AIPS 1998

Volumn , Issue , 1998, Pages 94-101

  Goodwin, Richard ^a   Simmons, Reid ^b  

^a IBM T J WATSON RESEARCH CENTER   (United States)

^b Carnegie Mellon University   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ABSTRACT PLANS; CONTROL PROBLEMS; DECISION-THEORETIC; EXPECTED UTILITY; EXPONENTIALS; OPTIMISTICS; PERFORMANCE; PLAN GENERATION; SEARCH CONTROL; UTILITY FUNCTIONS;

EID: 0005232232     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (8)

1. Goodwin, R. 1996a. Meta-Level Control for Decision-Theoretic Planners. Ph.D. Dissertation, Carnegie Mellon University.
2. Goodwin,R. 1996b. Using loops in decision-theoretic refinement planners. In Drabble, B., ed., Proceedings of the Third International Conferenceon Artificial Intelligence Planning Systems (AIPS-g6), 118-124. Edinburgh, Scotland: AAAIPress.
3. Haddawy, P., and Doan, A. 1994. Abstracting probabilistic actions. In de Mantras, R. L., and Poole, D., eds., Proceedings of the Tenth Conference on Uncertainty in Artificial Intelligence (UAI-9), 270-277.
4. Haddawy, P.; Kahn, Jr, C.; and Doan, A. 1995. Decision-theoretic refinement planning in medical decision making: Management of acute deep venous thrombosis. Medical Decision Making.
5. Kambhampati,S., and Srivastavs, B. 1998. Unifying classical planning approaches. Technical Report ASU CSETechnical Report 96-006, Arizona State University.
6. Loomes, G., and Sudden, R. 1982. Regret theory: an alternative theory of rational choice under uncertainty. The Economic Journal 92:805-824.
7. Loomes,G. 1987. Someimplications of a moregeneral form of regret theory. Journal of EconomicTheory 41:270-287.
8. Williamson, M., and Hanks, S. 1994. Optimal planning with a goal-directed utility model. In Hammond, K., ed., Proceedings of the Second International Conference on Artificial Intelligence Planning Systems (AIPS-94). Chicago, Illinois: AAAIPress.