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» Model checking erlang programs: the functional approach
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PKDD
2010
Springer
129views Data Mining» more  PKDD 2010»
15 years 2 months ago
Smarter Sampling in Model-Based Bayesian Reinforcement Learning
Abstract. Bayesian reinforcement learning (RL) is aimed at making more efficient use of data samples, but typically uses significantly more computation. For discrete Markov Decis...
Pablo Samuel Castro, Doina Precup
ECAI
2006
Springer
15 years 7 months ago
Learning Behaviors Models for Robot Execution Control
Robust execution of robotic tasks is a difficult problem. In many situations, these tasks involve complex behaviors combining different functionalities (e.g. perception, localizat...
Guillaume Infantes, Félix Ingrand, Malik Gh...
ECOOP
2006
Springer
15 years 7 months ago
Modeling Runtime Behavior in Framework-Based Applications
Abstract. Our research group has analyzed many industrial, frameworkbased applications. In these applications, simple functionality often requires excessive runtime activity. It is...
Nick Mitchell, Gary Sevitsky, Harini Srinivasan
APAL
2008
104views more  APAL 2008»
15 years 4 months ago
Infinite trace equivalence
We solve a longstanding problem by providing a denotational model for nondeterministic programs that identifies two programs iff they have the same range of possible behaviours. W...
Paul Blain Levy
CAV
2007
Springer
121views Hardware» more  CAV 2007»
15 years 10 months ago
Low-Level Library Analysis and Summarization
Programs typically make extensive use of libraries, including dynamically linked libraries, which are often not available in source-code form, and hence not analyzable by tools tha...
Denis Gopan, Thomas W. Reps