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» Multi-objective Model Checking of Markov Decision Processes
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CORR
2010
Springer
106views Education» more  CORR 2010»
13 years 8 months ago
MDPs with Unawareness
Markov decision processes (MDPs) are widely used for modeling decision-making problems in robotics, automated control, and economics. Traditional MDPs assume that the decision mak...
Joseph Y. Halpern, Nan Rong, Ashutosh Saxena
AAAI
2012
11 years 11 months ago
Tree-Based Solution Methods for Multiagent POMDPs with Delayed Communication
Planning under uncertainty is an important and challenging problem in multiagent systems. Multiagent Partially Observable Markov Decision Processes (MPOMDPs) provide a powerful fr...
Frans Adriaan Oliehoek, Matthijs T. J. Spaan
RP
2009
Springer
110views Control Systems» more  RP 2009»
14 years 3 months ago
Formalisms for Specifying Markovian Population Models
Abstract. We compare several languages for specifying Markovian population models such as queuing networks and chemical reaction networks. These languages —matrix descriptions, s...
Thomas A. Henzinger, Barbara Jobstmann, Verena Wol...
APN
2008
Springer
13 years 10 months ago
MC-SOG: An LTL Model Checker Based on Symbolic Observation Graphs
Model checking is a powerful and widespread technique for the verification of finite distributed systems. However, the main hindrance for wider application of this technique is the...
Kais Klai, Denis Poitrenaud
SIGSOFT
2007
ACM
14 years 9 months ago
Model checking service compositions under resource constraints
When enacting a web service orchestration defined using the Business Process Execution Language (BPEL) we observed various safety property violations. This surprised us considerab...
David S. Rosenblum, Howard Foster, Jeff Kramer, Je...