829 search results - page 59 / 166 » A time aggregation approach to Markov decision processes |
185
click to vote
PRICAI
2000
Springer
15 years 9 months ago
2000
Springer
This paper presents the CQ algorithm which decomposes and solves a Markov Decision Process (MDP) by automatically generating a hierarchy of smaller MDPs using state variables. The ...
182
click to vote
CORR
2010
Springer
15 years 6 months ago
2010
Springer
Abstract--It was shown recently that carrier sense multiple access (CSMA)-like distributed algorithms can achieve the maximal throughput in wireless networks (and task processing n...
173
click to vote
SDM
2007
SIAM
15 years 7 months ago
2007
SIAM
In many applications, we monitor data obtained from multiple streaming sources for collective decision making. The task presents several challenges. First, data in sensor networks...
179
click to vote
ASC
2004
15 years 6 months ago
2004
This paper proposes a new approach for tackling the uncertainty and imprecision of the service evaluation process. Identifying suitable service offers, evaluating the offers and c...
140
click to vote
ATAL
2007
Springer
16 years 10 days ago
2007
Springer
In this paper, we discuss the use of Targeted Trajectory Distribution Markov Decision Processes (TTD-MDPs)—a variant of MDPs in which the goal is to realize a specified distrib...