… In this context, automated GUI testing has become highlighted in research. However, … a
Deep Q-Network-based android application GUI testing tool (DeepGUIT) is proposed to test case …

… the maintenance of test cases. In order to overcome these issues, we propose a deep-reinforcementlearning-based
(DRL) solution for automated and adaptive GUI testing. Specifically, …

… novel automated Android GUI testing approach based on deep reinforcement learning. DQT
… Deep Q-Network (DQN) effectively guides curiosity-driven exploration by learning testing …

… on deep reinforcement learning to automate the GUI testing … to interact with the GUI, evaluate
which GUI state to explore first, … automate the GUI testing process by simulating GUI-human …

… application testing methods and explores the advantages of deep reinforcement learning in
… mobile application GUI testing method based on a deep reinforcement learning algorithm (…

… Reinforcement learning aims to learn strategies to achieve … This paper applies it to Android
GUI testing. In this paper, we … generate test cases automatically through deep reinforcement …

… • We introduce a platform-independent GUI testing approach via image embedding and
reinforcement learning, which is … Deep reinforcement learning based Android application GUI …

… technique of deep reinforcement learning, Deep Q-Network algorithm to generate test cases
… Investigations in the system test level are highlighted mainly in GUI test generation. Studies …

… automated GUI testing technique. Our key idea is to leverage model-based testing (MBT). …
automated model-based GUI testing technique enhanced by reinforcement learning to satisfy …

… Android is the first fully automated mobile GUI testing engine that uses formal specifications.
… is called Deep Reinforcement Learning (Deep RL) [37]. Deep Double SARSA and Deep …