14 search results - page 1 / 3 » An approximation algorithm for labelled Markov processes: to... |
QEST
2005
IEEE
13 years 10 months ago
2005
IEEE
Abstract— Approximation techniques for labelled Markov processes on continuous state spaces were developed by Desharnais, Gupta, Jagadeesan and Panangaden. However, it has not be...
LICS
2003
IEEE
13 years 9 months ago
2003
IEEE
This paper reports on and discusses three notions of approximation for Labelled Markov Processes that have been developed last year. The three schemes are improvements over former...
FOSSACS
2003
Springer
13 years 9 months ago
2003
Springer
In previous work we have investigated a notion of approximate bisimilarity for labelled Markov processes. We argued that such a notion is more realistic and more feasible to compu...
ML
2002
ACM
13 years 4 months ago
2002
ACM
An issue that is critical for the application of Markov decision processes MDPs to realistic problems is how the complexity of planning scales with the size of the MDP. In stochas...
JAIR
2006
13 years 4 months ago
2006
The Partially Observable Markov Decision Process has long been recognized as a rich framework for real-world planning and control problems, especially in robotics. However exact s...