Reinforcement learning
Learning a policy from reward signals, e.g. to decide when and how to adapt an interface.
4 papers carry this theme
In these papers
- 01Machine Learning Algorithms for Improved Product Design User ExperienceXueli Wang, Bo Hu · 2024Deep RL among the techniques for product-design UX.
- 02Real-Time Personalized User Interface Adaptation Using Reinforcement LearningAbdulrahman Khamaj, Abdulelah M. Ali · 2024RL with a Deep Q-Network drives real-time UI adaptation.
- 03Adapting User Interfaces with Model-based Reinforcement LearningKashyap Todi · 2021Model-based RL decides when and how to adapt the interface.
- 04Interface Design Optimization as a Multi-Armed Bandit ProblemJ. Derek Lomas, Jodi Forlizzi et al. · 2016Frames AI-assisted UI design as a multi-armed bandit problem.