423 search results - page 5 / 85 » Multi-objective Model Checking of Markov Decision Processes |
QEST
2006
IEEE
14 years 1 months ago
2006
IEEE
MDAI
2005
Springer
14 years 29 days ago
2005
Springer
We formulate a fuzzy perceptive model for Markov decision processes with discounted payoff in which the perception for transition probabilities is described by fuzzy sets. Our aim...
ICML
2007
IEEE
14 years 8 months ago
2007
IEEE
Markov decision processes are an effective tool in modeling decision-making in uncertain dynamic environments. Since the parameters of these models are typically estimated from da...
ARTMED
2000
13 years 7 months ago
2000
Diagnosis of a disease and its treatment are not separate, one-shot activities. Instead, they are very often dependent and interleaved over time. This is mostly due to uncertainty...
IJCAI
2007
13 years 9 months ago
2007
A key problem in reinforcement learning is finding a good balance between the need to explore the environment and the need to gain rewards by exploiting existing knowledge. Much ...