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94
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ATAL
2010
Springer
15 years 25 days ago
Incremental plan aggregation for generating policies in MDPs
Despite the recent advances in planning with MDPs, the problem of generating good policies is still hard. This paper describes a way to generate policies in MDPs by (1) determiniz...
Florent Teichteil-Königsbuch, Ugur Kuter, Gui...
87
Voted
IJCAI
2003
15 years 2 months ago
Definition and Complexity of Some Basic Metareasoning Problems
In most real-world settings, due to limited time or other resources, an agent cannot perform all potentially useful deliberation and information gathering actions. This leads to t...
Vincent Conitzer, Tuomas Sandholm
64
Voted
KES
1997
Springer
15 years 4 months ago
Theoretical methods for planning and control in mobile robotics
Henrik I. Christensen, Paolo Pirjanian
71
Voted
CAI
1998
Springer
15 years 9 days ago
Structured Plans with Sharing and Replication
Mira Balaban, Solomon Eyal Shimony