Reinforcement Learning on Web Interfaces using Workflow-Guided Exploration.
Evan Zheran LiuKelvin GuuPanupong PasupatTianlin ShiPercy LiangPublished in: ICLR (Poster) (2018)
Keyphrases
- reinforcement learning
- guided exploration
- website
- web pages
- database interface
- web applications
- web documents
- exploratory learning
- semantic web
- search interface
- function approximation
- learning algorithm
- mobile devices
- state space
- business processes
- web technologies
- workflow management systems
- document management
- web services