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UAI
2008
15 years 7 months ago
Model-Based Bayesian Reinforcement Learning in Large Structured Domains
Model-based Bayesian reinforcement learning has generated significant interest in the AI community as it provides an elegant solution to the optimal exploration-exploitation trade...
Stéphane Ross, Joelle Pineau
SPIN
2010
Springer
15 years 4 months ago
The SpinJa Model Checker
SpinJa is a model checker for promela, implemented in Java. SpinJa is designed to behave similarly to Spin, but to be more easily extendible and reusable. Despite the fact that Spi...
Marc de Jonge, Theo C. Ruys
CIKM
2008
Springer
15 years 8 months ago
Modeling and exploiting query interactions in database systems
The typical workload in a database system consists of a mixture of multiple queries of different types, running concurrently and interacting with each other. Hence, optimizing per...
Mumtaz Ahmad, Ashraf Aboulnaga, Shivnath Babu, Kam...
170
Voted
FM
2003
Springer
98views Formal Methods» more  FM 2003»
15 years 11 months ago
Generating Counterexamples for Multi-valued Model-Checking
Counterexamples explain why a desired temporal logic property fails to hold, and as such are considered to be the most useful form of output from model-checkers. Multi-valued model...
Arie Gurfinkel, Marsha Chechik
178
Voted
SIGSOFT
2007
ACM
16 years 6 months ago
Mining API patterns as partial orders from source code: from usage scenarios to specifications
A software system interacts with third-party libraries through various APIs. Using these library APIs often needs to follow certain usage patterns. Furthermore, ordering rules (sp...
Mithun Acharya, Tao Xie, Jian Pei, Jun Xu