2 citations · 2 across the 5 of their papers we have counts for
5 papers
Agent-Initiated Interaction in Phone UI Automation
Noam Kahlon, Guy Rom, Anatoly Efros +6
Phone automation agents aim to autonomously perform a given natural-language user request, such as scheduling appointments or booking a hotel. While much research effort has been d…
On the Effects of Data Scale on UI Control Agents
Wei Li, William Bishop, Alice Li +4
Autonomous agents that control computer interfaces to accomplish human tasks are emerging. Leveraging LLMs to power such agents has been of special interest, but unless fine-tuned…
Latent State Estimation Helps UI Agents to Reason
William E Bishop, Alice Li, Christopher Rawles +1
A common problem for agents operating in real-world environments is that the response of an environment to their actions may be non-deterministic and observed through noise. This r…
AndroidWorld: A Dynamic Benchmarking Environment for Autonomous Agents
Christopher Rawles, Sarah Clinckemaillie, Yifan Chang +12
Autonomous agents that execute human tasks by controlling computers can enhance human productivity and application accessibility. However, progress in this field will be driven by…
UINav: A Practical Approach to Train On-Device Automation Agents
Wei Li, Fu-Lin Hsu, Will Bishop +3
Automation systems that can autonomously drive application user interfaces to complete user tasks are of great benefit, especially when users are situationally or permanently impai…