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William E Bishop

2 accepted papers

2025

AndroidWorld: A Dynamic Benchmarking Environment for Autonomous Agents

ICLR 2025poster

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 realistic and reproducible benchmarks. We present AndroidWorld, a fully functional Android environment that provides rew…

2024

On the Effects of Data Scale on UI Control Agents

NeurIPS 2024spotlight

Autonomous agents that control user interfaces to accomplish human tasks are emerging. Leveraging LLMs to power such agents has been of special interest, but unless fine-tuned on human-collected task demonstrations, performance is still relatively low. In this work we study whether fine-tuning alone…

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