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陈威志
PG-Agent
Commits
311c27f7
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311c27f7
authored
Mar 25, 2026
by
陈威志
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## PG-Agent: An Agent Powered by Page Graph
### 数据准备
[

](https://arxiv.org/abs/2509.03536)
This is the source code for
**page graph construction**
and
**multi-agent workflow**
.
### Data Preparation
------
------
The open-source datasets we use are from following repositories
:
用到的公开数据集链接如下
:
-
AITW & Mind2Web:
[
here
](
https://github.com/njucckevin/SeeClick/blob/main/agent_tasks/readme_agent.md
)
-
AITW & Mind2Web:
[
here
](
https://github.com/njucckevin/SeeClick/blob/main/agent_tasks/readme_agent.md
)
-
GUI Odyssey:
[
here
](
https://github.com/OpenGVLab/GUI-Odyssey/blob/master/README.md
)
-
GUI Odyssey:
[
here
](
https://github.com/OpenGVLab/GUI-Odyssey/blob/master/README.md
)
###
Page Graph Construction
###
页面关系图构建
------
------
You can run the following code to construct the corresponding page graph
.
使用以下代码构建页面关系图
.
```
```
cd document_construction
cd document_construction
...
@@ -42,11 +36,11 @@ sh pre.sh
...
@@ -42,11 +36,11 @@ sh pre.sh
python odyssey_document/main.py
python odyssey_document/main.py
```
```
###
Multi-agent Workflow
###
多智能体工作流
------
------
You can run the following code to evaluate the agent in following benchmarks with corresponding page graphs
.
使用如下代码来读取页面关系图并启动多智能体测试相应的测试集
.
```
```
cd workflow
cd workflow
...
@@ -70,19 +64,3 @@ sh pre.sh
...
@@ -70,19 +64,3 @@ sh pre.sh
```
```
python odyssey/odyssey_test.py
python odyssey/odyssey_test.py
```
```
### Citation
------
```
@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},
}
```
\ No newline at end of file
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