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105
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AAAI
2000
15 years 5 months ago
Acquiring Problem-Solving Knowledge from End Users: Putting Interdependency Models to the Test
Developing tools that allow non-programmers to enter knowledge has been an ongoing challenge for AI. In recent years researchers have investigated a variety ofpromising approaches...
Jihie Kim, Yolanda Gil
140
Voted
AAAI
1998
15 years 5 months ago
Solving Very Large Weakly Coupled Markov Decision Processes
We present a technique for computing approximately optimal solutions to stochastic resource allocation problems modeled as Markov decision processes (MDPs). We exploit two key pro...
Nicolas Meuleau, Milos Hauskrecht, Kee-Eung Kim, L...
102
Voted
AIPS
2000
15 years 5 months ago
Solving Planning-Graph by Compiling It into CSP
Minh Binh Do, Subbarao Kambhampati
92
Voted
AIPS
2000
15 years 5 months ago
Solving Scheduling Problems with Setup Times and Alternative Resources
Filippo Focacci, Philippe Laborie, Wim Nuijten
AIPS
1998
15 years 5 months ago
Solving Stochastic Planning Problems with Large State and Action Spaces
Planning methods for deterministic planning problems traditionally exploit factored representations to encode the dynamics of problems in terms of a set of parameters, e.g., the l...
Thomas Dean, Robert Givan, Kee-Eung Kim