771 search results - page 11 / 155 » Markov Decision Processes with Arbitrary Reward Processes |
127
Voted
AUTOMATICA
2008
15 years 1 months ago
2008
For a countable-state Markov decision process we introduce an embedding which produces a finite-state Markov decision process. The finite-state embedded process has the same optim...
127
Voted
AAAI
2011
14 years 1 months ago
2011
In environmental and natural resource planning domains actions are taken at a large number of locations over multiple time periods. These problems have enormous state and action s...
113
click to vote
ICASSP
2008
IEEE
15 years 8 months ago
2008
IEEE
—We aim to characterize the maximum link throughput of a multi-channel opportunistic communication system. The states of these channels evolve as independent and identically dist...
108
Voted
LICS
2009
IEEE
15 years 8 months ago
2009
IEEE
—We associate a statistical vector to a trace and a geometrical embedding to a Markov Decision Process, based on a distance on words, and study basic Membership and Equivalence p...