335 search results - page 7 / 67 » The Compositional Construction of Markov Processes |
AAAI
1998
13 years 8 months ago
1998
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...
ECAI
2004
Springer
14 years 24 days ago
2004
Springer
In the past, Markov Decision Processes (MDPs) have become a standard for solving problems of sequential decision under uncertainty. The usual request in this framework is the compu...
IJCAI
2007
13 years 8 months ago
2007
Agents often have to construct plans that obey deadlines or, more generally, resource limits for real-valued resources whose consumption can only be characterized by probability d...
ACRI
2010
Springer
13 years 9 months ago
2010
Springer
A method of constructing asynchronous cellular automata (ACA model) as a parallel composition of two interacting ACA is presented. The resulting ACA is intended to simulate a proce...
MOR
2007
13 years 6 months ago
2007
We consider the problem of solving a nonhomogeneous infinite horizon Markov Decision Process (MDP) problem in the general case of potentially multiple optimal first period polic...