This paper is heavily based on the former paper, **GAP: Graph-Based Agent Planning with Parallel Tool Use and Reinforcement Learning https://arxiv.org/pdf/2510.25320 https://github.com/WJQ7777/Graph-Agent-Planning**. This paper did not cite the paper, which makes me question the integrity of the authors.
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WJQ7777 commentedon Mar 31, 2026
We will include a citation to this paper in the latest arXiv version.