StateAct Paper

This is the OFFICIAL implementation of the stateact paper: [https://arxiv.org/abs/2410.02810]

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Getting started

Look in the "*_runs" sub-folders for Detailed READMEs for the invididual environments:

Environments for StateAct:

1. Alfworld
2. Webshop
3. Textcraft

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Results:

Reference:

Please cite StateAct:

@article{rozanov2024stateactstatetrackingreasoning,
      title={StateAct: State Tracking and Reasoning for Acting and Planning with Large Language Models}, 
      author={Nikolai Rozanov and Marek Rei},
      year={2024},
      eprint={2410.02810},
      archivePrefix={arXiv},
      primaryClass={cs.AI},
      url={https://arxiv.org/abs/2410.02810}, 
}

Known Follow-on Work / Usage:

• https://github.com/Humaid-Ibrahim/msc-ai-individual-project-agentic-ai-learning

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(C) - Nikolai Rozanov 2024-Present