Folawiyo Campbell-Ajala
Folawiyo Campbell-Ajala has 2 papers in our library, in 2024; often with Alice Li, Chris Rawles, Wei Li.
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📄 2 works in our library · 🔗 Cited 131 times in our library · ⭐ Paper Stars ranking: #7124
Fields, topics and concepts
📚 Shelves 7The field of science this work belongs to (OpenAlex fields).Computer Science · 2 worksHuman-Computer Interaction · 2 worksArts and Humanities · 1 workComputer Vision and Pattern Recognition · 1 workArtificial Intelligence · 1 workInformation Systems · 1 workLanguage and Linguistics · 1 work
Works by year
2020s
Papers
- AndroidWorld: A Dynamic Benchmarking Environment for Autonomous Agents (2024 · 82 citations)
Evaluating agents that control devices from natural-language instructions is difficult. Step-by-step comparison with a recorded human demonstration penalizes valid alternative routes. Existing environments with automatic rewards mostly target desktops or the web and use fixed test cases. The authors introduce… - On the Effects of Data Scale on UI Control Agents (2024 · 67 citations)
UI control agents built on LLMs perform poorly unless fine-tuned on human demonstrations, but such demonstrations are costly to collect.
Co-authors here
- Alice Li ×2
- Chris Rawles ×2
- Wei Li ×2
- William Bishop ×2
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