4 search results - page 1 / 1 » Sequential Monte Carlo in reachability heuristics for probab... |
AI
2008
Springer
13 years 8 months ago
2008
Springer
The current best conformant probabilistic planners encode the problem as a bounded length CSP or SAT problem. While these approaches can find optimal solutions for given plan leng...
AIPS
2006
13 years 10 months ago
2006
The current best conformant probabilistic planners encode the problem as a bounded length CSP or SAT problem. While these approaches can find optimal solutions for given plan leng...
UAI
2008
13 years 10 months ago
2008
Approximate inference in dynamic systems is the problem of estimating the state of the system given a sequence of actions and partial observations. High precision estimation is fu...
ATAL
2010
Springer
13 years 8 months ago
2010
Springer
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...