202 search results - page 4 / 41 » Comments on the Origin and Application of Markov Decision Pr... |
IJCAI
2007
14 years 8 days ago
2007
Formal analysis of decentralized decision making has become a thriving research area in recent years, producing a number of multi-agent extensions of Markov decision processes. Wh...
JAIR
2000
13 years 10 months ago
2000
Partially observable Markov decision processes (POMDPs) provide an elegant mathematical framework for modeling complex decision and planning problems in stochastic domains in whic...
ATAL
2005
Springer
14 years 4 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 ...
ATAL
2003
Springer
14 years 4 months ago
2003
Springer
There has been substantial progress with formal models for sequential decision making by individual agents using the Markov decision process (MDP). However, similar treatment of m...
ICWS
2004
IEEE
14 years 7 days ago
2004
IEEE
The advent of Web services has made automated workflow composition relevant to Web based applications. One technique that has received some attention, for automatically composing ...