2 citations · 2 across the 8 of their papers we have counts for
4 papers · 1 filter
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…
VQA Training Sets are Self-play Environments for Generating Few-shot Pools
Tautvydas Misiunas, Hassan Mansoor, Jasper Uijlings +2
Large-language models and large-vision models are increasingly capable of solving compositional reasoning tasks, as measured by breakthroughs in visual-question answering benchmark…
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…