This is the source code for page graph construction and multi-agent workflow.

The open-source datasets we use are from following repositories:

• AITW & Mind2Web: here
• GUI Odyssey: here

You can run the following code to construct the corresponding page graph.

cd document_construction sh pre.sh 

• AITW

  python aitw_document/main.py 

• Mind2Web

  python mind2web_document/main.py 

• GUI Odyssey

  python odyssey_document/main.py 

You can run the following code to evaluate the agent in following benchmarks with corresponding page graphs .

cd workflow sh pre.sh 

• AITW

  python aitw/aitw_test.py 

• Mind2Web

  python mind2web/mind2web_test.py 

• GUI Odyssey

  python odyssey/odyssey_test.py 

@misc{chen2025pgagentagentpoweredpage, title={PG-Agent: An Agent Powered by Page Graph}, author={Weizhi Chen and Ziwei Wang and Leyang Yang and Sheng Zhou and Xiaoxuan Tang and Jiajun Bu and Yong Li and Wei Jiang}, year={2025}, eprint={2509.03536}, archivePrefix={arXiv}, primaryClass={cs.AI}, url={https://arxiv.org/abs/2509.03536}, }