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Consider adding AppWorld to the list #69

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HarshTrivedi opened this issue Aug 21, 2024 · 0 comments
Open

Consider adding AppWorld to the list #69

HarshTrivedi opened this issue Aug 21, 2024 · 0 comments

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@HarshTrivedi
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Thanks for a great survey and for setting up this repository!

I know the papers listed here from Zhiheng Xi et al. But if you are open to adding newer papers to the list, I would like to add AppWorld.

🔗 Website: https://appworld.dev/
📄 Paper: https://arxiv.org/abs/2407.18901
🐦 Tweet: https://x.com/harsh3vedi/status/1818311843976233198
💬 Blog: https://appworld.dev/blog
🎬 Video(s): https://appworld.dev/video
🌎 Code: https://github.com/stonybrooknlp/appworld
🧭 Data (task, trajectories) explorer, playground: https://appworld.dev/task-explorer
🔍 API explorer: https://appworld.dev/api-explorer
📊 Leaderboard: https://appworld.dev/leaderboard

TLDR: Introduces AppWorld Engine, a high-fidelity execution environment of 9 day-to-day apps, operable via 457 APIs, populated with digital activities of 106 people living in a simulated world, and an associated benchmark of natural, diverse, and challenging autonomous agent tasks requiring rich and interactive coding.

In my opinion, AppWorld fits in the following (sub)sections.

  • 4.1 Benchmarks for LLM-based Agents
  • 1.3.1 Tool Using
  • 3.2.1 Text-based Environment
  • 2.1.1 Task-oriented Deployment (Web scenarios)
  • 3.2.2 Virtual Sandbox Environment
  • 1.1.5 Transferability and Generalization
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