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» Model-Based Monitoring of Dynamic Systems
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FLAIRS
2008
15 years 13 days ago
A New Approach to Model-Based Diagnosis Using Probabilistic Logic
We describe a new approach to model construction using transfer function diagrams that are consequently mapped into generalized loopy logic, a first-order, Turing-complete stochas...
Nikita A. Sakhanenko, Roshan Rammohan, George F. L...
77
Voted
AAAI
2010
14 years 11 months ago
Integrating Sample-Based Planning and Model-Based Reinforcement Learning
Recent advancements in model-based reinforcement learning have shown that the dynamics of many structured domains (e.g. DBNs) can be learned with tractable sample complexity, desp...
Thomas J. Walsh, Sergiu Goschin, Michael L. Littma...
93
Voted
AIA
2006
14 years 11 months ago
Synthesizing Diagnostic Explanations from Monitoring Data in Multi-Robot Systems
The paper discusses the issues concerning monitoring and diagnosis of a multi-robot system involving a team of mobile robots providing services in an environment which is partiall...
Roberto Micalizio, Pietro Torasso, Gianluca Torta
IEEEARES
2009
IEEE
15 years 4 months ago
Defeating Dynamic Data Kernel Rootkit Attacks via VMM-Based Guest-Transparent Monitoring
—Targeting the operating system kernel, the core of trust in a system, kernel rootkits are able to compromise the entire system, placing it under malicious control, while eluding...
Junghwan Rhee, Ryan Riley, Dongyan Xu, Xuxian Jian...
JAIR
2010
165views more  JAIR 2010»
14 years 8 months ago
A Model-Based Active Testing Approach to Sequential Diagnosis
Model-based diagnostic reasoning often leads to a large number of diagnostic hypotheses. The set of diagnoses can be reduced by taking into account extra observations (passive mon...
Alexander Feldman, Gregory M. Provan, Arjan J. C. ...