Shuhan Qi

Cascaded Attention: Adaptive and Gated Graph Attention Network for Multiagent Reinforcement Learning

2022 · IEEE Transactions on Neural Networks and Learning Systems

Modeling the interactive relationships of agents is critical to improving the collaborative capability of a multiagent system. Some methods model these by predefined rules. However, due to the nonstationary problem, the interactive relationship changes over …

Listening to Users' Voice: Automatic Summarization of Helpful App Reviews

2022 · IEEE Transactions on Reliability

App reviews are crowdsourcing knowledge of user experience with the apps, providing valuable information for app release planning, such as major bugs to fix and important features to add. There exist prior explorations on app …