Hierarchical GUI Test Case Generation Using Automated Planning
IEEE Transactions on Software Engineering - Special issue on 1999 international conference on software engineering
Introduction to Reinforcement Learning
Introduction to Reinforcement Learning
Journal of Automata, Languages and Combinatorics - Selected papers of the workshop on logic and algebra for concurrency
Active learning for automatic classification of software behavior
ISSTA '04 Proceedings of the 2004 ACM SIGSOFT international symposium on Software testing and analysis
Parameterized unit testing with Pex
TAP'08 Proceedings of the 2nd international conference on Tests and proofs
Online testing with reinforcement learning
FATES'06/RV'06 Proceedings of the First combined international conference on Formal Approaches to Software Testing and Runtime Verification
Extracting widget descriptions from GUIs
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Proceeding of the 11th annual international conference on Mobile systems, applications, and services
A new test modeling language for interactive applications based on task trees
Proceedings of the Fourth Symposium on Information and Communication Technology
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In this paper we present AutoBlackTest, a tool for the automatic generation of test cases for interactive applications. AutoBlackTest interacts with the application though its GUI, and uses reinforcement learning techniques to understand the interaction modalities and to generate relevant testing scenarios. Early results show that the tool has the potential of automatically discovering bugs and generating useful system and regression test suites.