162 search results - page 5 / 33 » Topological Value Iteration Algorithm for Markov Decision Pr... |
127
click to vote
SARA
2005
Springer
15 years 10 months ago
2005
Springer
Sets of features in Markov decision processes can play a critical role ximately representing value and in abstracting the state space. Selection of features is crucial to the succe...
138
click to vote
ECAI
2010
Springer
15 years 6 months ago
2010
Springer
A Markov Decision Process (MDP) is a general model for solving planning problems under uncertainty. It has been extended to multiobjective MDP to address multicriteria or multiagen...
195
click to vote
ICTAI
2006
IEEE
15 years 11 months ago
2006
IEEE
We propose a novel algorithm called GA-MDP for solving the frequency assigment problem. GA-MDP inherits the spirit of genetic algorithms with an adaptation of Markov Decision Proc...
158
click to vote
ATAL
2005
Springer
15 years 10 months ago
2005
Springer
One of the difficulties to adapt MDPs for the control of cooperative multi-agent systems, is the complexity issued from Decentralized MDPs. Moreover, existing approaches can not ...
138
click to vote
SODA
2010
ACM
16 years 2 months ago
2010
ACM
We study the computational complexity of some central analysis problems for One-Counter Markov Decision Processes (OC-MDPs), a class of finitely-presented, countable-state MDPs. O...