% AwesomeCUA: {"catalog_id": "arxiv:2406.07822", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2406.07822"}}
@misc{arxiv_2406_07822,
  title = {{Tell Me What's Next: Textual Foresight for Generic UI Representations}},
  author = {{Andrea Burns} and {Kate Saenko} and {Bryan A. Plummer}},
  year = {2024},
  eprint = {2406.07822v2},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2406.07822v2},
  note = {First published: 2024-06-12; Recorded arXiv version: v2; Recorded version updated: 2024-08-08T02:36:04Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2410.13232", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2410.13232"}}
@misc{arxiv_2410_13232,
  title = {{Web Agents with World Models: Learning and Leveraging Environment Dynamics in Web Navigation}},
  author = {{Hyungjoo Chae} and {Namyoung Kim} and {Kai Tzu-iunn Ong} and {Minju Gwak} and {Gwanwoo Song} and {Jihoon Kim} and {Sunghwan Kim} and {Dongha Lee} and {Jinyoung Yeo}},
  year = {2024},
  eprint = {2410.13232v2},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2410.13232v2},
  note = {First published: 2024-10-17; Recorded arXiv version: v2; Recorded version updated: 2025-03-29T08:59:09Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2411.06559", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2411.06559"}}
@misc{arxiv_2411_06559,
  title = {{Is Your LLM Secretly a World Model of the Internet? Model-Based Planning for Web Agents}},
  author = {{Yu Gu} and {Kai Zhang} and {Yuting Ning} and {Boyuan Zheng} and {Boyu Gou} and {Tianci Xue} and {Cheng Chang} and {Sanjari Srivastava} and {Yanan Xie} and {Peng Qi} and {Huan Sun} and {Yu Su}},
  year = {2024},
  eprint = {2411.06559v2},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2411.06559v2},
  note = {First published: 2024-11-10; Recorded arXiv version: v2; Recorded version updated: 2025-04-01T05:04:47Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2502.18906", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2502.18906"}}
@misc{arxiv_2502_18906,
  title = {{VEM: Environment-Free Exploration for Training GUI Agent with Value Environment Model}},
  author = {{Jiani Zheng} and {Lu Wang} and {Fangkai Yang} and {Chaoyun Zhang} and {Lingrui Mei} and {Wenjie Yin} and {Qingwei Lin} and {Dongmei Zhang} and {Saravan Rajmohan} and {Qi Zhang}},
  year = {2025},
  eprint = {2502.18906v1},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2502.18906v1},
  note = {First published: 2025-02-26; Recorded arXiv version: v1; Recorded version updated: 2025-02-26T07:52:02Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2504.13936", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2504.13936"}}
@misc{arxiv_2504_13936,
  title = {{ViMo: A Generative Visual GUI World Model for App Agents}},
  author = {{Dezhao Luo} and {Bohan Tang} and {Kang Li} and {Georgios Papoudakis} and {Jifei Song} and {Shaogang Gong} and {Jianye Hao} and {Jun Wang} and {Kun Shao}},
  year = {2025},
  eprint = {2504.13936v2},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2504.13936v2},
  note = {First published: 2025-04-15; Recorded arXiv version: v2; Recorded version updated: 2025-05-20T14:11:37Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2504.21024", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2504.21024"}}
@misc{arxiv_2504_21024,
  title = {{WebEvolver: Enhancing Web Agent Self-Improvement with Coevolving World Model}},
  author = {{Tianqing Fang} and {Hongming Zhang} and {Zhisong Zhang} and {Kaixin Ma} and {Wenhao Yu} and {Haitao Mi} and {Dong Yu}},
  year = {2025},
  eprint = {2504.21024v2},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2504.21024v2},
  note = {First published: 2025-04-23; Recorded arXiv version: v2; Recorded version updated: 2025-08-21T05:55:43Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2505.16422", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2505.16422"}}
@misc{arxiv_2505_16422,
  title = {{Unlocking Smarter Device Control: Foresighted Planning with a World Model-Driven Code Execution Approach}},
  author = {{Xiaoran Yin} and {Xu Luo} and {Hao Wu} and {Lianli Gao} and {Jingkuan Song}},
  year = {2025},
  eprint = {2505.16422v3},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2505.16422v3},
  note = {First published: 2025-05-22; Recorded arXiv version: v3; Recorded version updated: 2025-09-05T02:24:00Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2505.19095", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2505.19095"}}
@misc{arxiv_2505_19095,
  title = {{ScreenExplorer: Training a Vision-Language Model for Diverse Exploration in Open GUI World}},
  author = {{Runliang Niu} and {Jinglong Ji} and {Yi Chang} and {Qi Wang}},
  year = {2025},
  eprint = {2505.19095v1},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2505.19095v1},
  note = {First published: 2025-05-25; Recorded arXiv version: v1; Recorded version updated: 2025-05-25T11:13:03Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2508.04700", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2508.04700"}}
@misc{arxiv_2508_04700,
  title = {{SEAgent: Self-Evolving Computer Use Agent with Autonomous Learning from Experience}},
  author = {{Zeyi Sun} and {Ziyu Liu} and {Yuhang Zang} and {Yuhang Cao} and {Xiaoyi Dong} and {Tong Wu} and {Dahua Lin} and {Jiaqi Wang}},
  year = {2025},
  eprint = {2508.04700v2},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2508.04700v2},
  note = {First published: 2025-08-06; Recorded arXiv version: v2; Recorded version updated: 2025-08-12T15:11:53Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2510.11892", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2510.11892"}}
@misc{arxiv_2510_11892,
  title = {{R-WoM: Retrieval-augmented World Model For Computer-use Agents}},
  author = {{Kai Mei} and {Jiang Guo} and {Shuaichen Chang} and {Mingwen Dong} and {Dongkyu Lee} and {Xing Niu} and {Jiarong Jiang}},
  year = {2025},
  eprint = {2510.11892v2},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2510.11892v2},
  note = {First published: 2025-10-13; Recorded arXiv version: v2; Recorded version updated: 2026-03-09T15:25:16Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2512.14014", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2512.14014"}}
@misc{arxiv_2512_14014,
  title = {{MobileWorldBench: Towards Semantic World Modeling For Mobile Agents}},
  author = {{Shufan Li} and {Konstantinos Kallidromitis} and {Akash Gokul} and {Yusuke Kato} and {Kazuki Kozuka} and {Aditya Grover}},
  year = {2025},
  eprint = {2512.14014v2},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2512.14014v2},
  note = {First published: 2025-12-16; Recorded arXiv version: v2; Recorded version updated: 2026-10-07T23:06:49Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2601.04035", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2601.04035"}}
@misc{arxiv_2601_04035,
  title = {{MobileDreamer: Generative Sketch World Model for GUI Agent}},
  author = {{Yilin Cao} and {Yufeng Zhong} and {Zhixiong Zeng} and {Siran Dai} and {Liming Zheng} and {Jing Huang} and {Haibo Qiu} and {Peng Shi} and {Wenji Mao}},
  year = {2026},
  eprint = {2601.04035v2},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2601.04035v2},
  note = {First published: 2026-01-07; Recorded arXiv version: v2; Recorded version updated: 2026-08-31T13:27:52Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2601.22149", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2601.22149"}}
@misc{arxiv_2601_22149,
  title = {{DynaWeb: Model-Based Reinforcement Learning of Web Agents}},
  author = {{Hang Ding} and {Peidong Liu} and {Junqiao Wang} and {Ziwei Ji} and {Meng Cao} and {Rongzhao Zhang} and {Lynn Ai} and {Eric Yang} and {Tianyu Shi} and {Lei Yu}},
  year = {2026},
  eprint = {2601.22149v2},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2601.22149v2},
  note = {First published: 2026-01-29; Recorded arXiv version: v2; Recorded version updated: 2026-04-17T18:27:53Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2602.01576", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2602.01576"}}
@misc{arxiv_2602_01576,
  title = {{Generative Visual Code Mobile World Models}},
  author = {{Woosung Koh} and {Sungjun Han} and {Segyu Lee} and {Se-Young Yun} and {Jamin Shin}},
  year = {2026},
  eprint = {2602.01576v2},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2602.01576v2},
  note = {First published: 2026-02-02; Recorded arXiv version: v2; Recorded version updated: 2026-05-23T02:41:44Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2602.01725", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2602.01725"}}
@misc{arxiv_2602_01725,
  title = {{SafePred: A Predictive Guardrail for Computer-Using Agents via World Models}},
  author = {{Yurun Chen} and {Zeyi Liao} and {Ping Yin} and {Taotao Xie} and {Keting Yin} and {Shengyu Zhang}},
  year = {2026},
  eprint = {2602.01725v1},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2602.01725v1},
  note = {First published: 2026-02-02; Recorded arXiv version: v1; Recorded version updated: 2026-02-02T07:04:06Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2602.09007", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2602.09007"}}
@misc{arxiv_2602_09007,
  title = {{GUI-GenBench: Evaluating Image Generation Models as Interactive GUI Environments}},
  author = {{Haodong Li} and {Jingwei Wu} and {Quan Sun} and {Guopeng Li} and {Juanxi Tian} and {Ziyu Guo} and {Donghao Zhou} and {Tianfei Ren} and {Huanyu Zhang} and {Yanlin Lai} and {Ruichuan An} and {Hongbo Peng} and {Yuhong Dai} and {Jia Wang} and {Ziyang Meng} and {Zheng Ge} and {Xiangyu Zhang} and {Daxin Jiang} and {Pheng-Ann Heng}},
  year = {2026},
  eprint = {2602.09007v3},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2602.09007v3},
  note = {First published: 2026-02-09; Recorded arXiv version: v3; Recorded version updated: 2026-09-26T18:28:57Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2602.09856", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2602.09856"}}
@misc{arxiv_2602_09856,
  title = {{Code2World: A GUI World Model via Renderable Code Generation}},
  author = {{Yuhao Zheng} and {Li'an Zhong} and {Yi Wang} and {Rui Dai} and {Kaikui Liu} and {Xiangxiang Chu} and {Linyuan Lv} and {Philip Torr} and {Kevin Qinghong Lin}},
  year = {2026},
  eprint = {2602.09856v1},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2602.09856v1},
  note = {First published: 2026-02-10; Recorded arXiv version: v1; Recorded version updated: 2026-02-10T14:56:19Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2602.14721", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2602.14721"}}
@misc{arxiv_2602_14721,
  title = {{WebWorld: A Large-Scale World Model for Web Agent Training}},
  author = {{Zikai Xiao} and {Jianhong Tu} and {Chuhang Zou} and {Yuxin Zuo} and {Zhi Li} and {Peng Wang} and {Bowen Yu} and {Fei Huang} and {Junyang Lin} and {Zuozhu Liu}},
  year = {2026},
  eprint = {2602.14721v1},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2602.14721v1},
  note = {First published: 2026-02-16; Recorded arXiv version: v1; Recorded version updated: 2026-02-16T13:06:49Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2602.17365", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2602.17365"}}
@misc{arxiv_2602_17365,
  title = {{Computer-Using World Model}},
  author = {{Yiming Guan} and {Rui Yu} and {John Zhang} and {Lu Wang} and {Chaoyun Zhang} and {Liqun Li} and {Bo Qiao} and {Si Qin} and {He Huang} and {Fangkai Yang} and {Pu Zhao} and {Lukas Wutschitz} and {Samuel Kessler} and {Huseyin A Inan} and {Robert Sim} and {Saravan Rajmohan} and {Qingwei Lin} and {Dongmei Zhang}},
  year = {2026},
  eprint = {2602.17365v1},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2602.17365v1},
  note = {First published: 2026-02-19; Recorded arXiv version: v1; Recorded version updated: 2026-02-19T13:48:29Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2604.02345", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2604.02345"}}
@misc{arxiv_2604_02345,
  title = {{UI-Oceanus: Scaling GUI Agents with Synthetic Environmental Dynamics}},
  author = {{Mengzhou Wu} and {Yuzhe Guo} and {Yuan Cao} and {Haochuan Lu} and {Songhe Zhu} and {Pingzhe Qu} and {Xin Chen} and {Kang Qin} and {Zhongpu Wang} and {Xiaode Zhang} and {Xinyi Wang} and {Wei Dai} and {Gang Cao} and {Yuetang Deng} and {Zhi Gong} and {Dezhi Ran} and {Linyi Li} and {Wei Yang} and {Tao Xie}},
  year = {2026},
  eprint = {2604.02345v1},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2604.02345v1},
  note = {First published: 2026-02-11; Recorded arXiv version: v1; Recorded version updated: 2026-02-11T17:02:38Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2605.10347", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2605.10347"}}
@misc{arxiv_2605_10347,
  title = {{How Mobile World Model Guides GUI Agents?}},
  author = {{Weikai Xu} and {Kun Huang} and {Yunren Feng} and {Jiaxing Li} and {Yuhan Chen} and {Yuxuan Liu} and {Zhizheng Jiang} and {Heng Qu} and {Pengzhi Gao} and {Wei Liu} and {Jian Luan} and {Xiaolin Hu} and {Bo An}},
  year = {2026},
  eprint = {2605.10347v2},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2605.10347v2},
  note = {First published: 2026-05-11; Recorded arXiv version: v2; Recorded version updated: 2026-05-22T05:43:30Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2607.15550", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2607.15550"}}
@misc{arxiv_2607_15550,
  title = {{SeerGuard: A Safety Framework for Mobile GUI Agents via World Model Prediction}},
  author = {{Xue Yu} and {Bo Yuan} and {Kailin Zhao} and {Pengshuai Yang} and {Hong Hu} and {Junlan Feng}},
  year = {2026},
  eprint = {2607.15550v3},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2607.15550v3},
  note = {First published: 2026-07-17; Recorded arXiv version: v3; Recorded version updated: 2026-09-02T01:49:21Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2607.17050", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2607.17050"}}
@misc{arxiv_2607_17050,
  title = {{EvoGUI: An Evolution-Aware Benchmark for GUI State-Transition Understanding}},
  author = {{Yaohan Yang} and {Minglei Shi} and {Borui Zhang} and {Jie Zhou} and {Jiwen Lu}},
  year = {2026},
  eprint = {2607.17050v1},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2607.17050v1},
  note = {First published: 2026-07-19; Recorded arXiv version: v1; Recorded version updated: 2026-07-19T03:29:08Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2607.24112", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2607.24112"}}
@misc{arxiv_2607_24112,
  title = {{Scaling GUI Agents with Visual State Transitions}},
  author = {{Xiangyan Liu} and {Kaixin Li} and {Haonan Wang} and {Biao Wu} and {Meng Fang} and {Longxu Dou} and {Chao Du} and {Michael Qizhe Shieh} and {Tianyu Pang}},
  year = {2026},
  eprint = {2607.24112v1},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2607.24112v1},
  note = {First published: 2026-07-27; Recorded arXiv version: v1; Recorded version updated: 2026-07-27T07:54:08Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2608.05891", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2608.05891"}}
@misc{arxiv_2608_05891,
  title = {{AppDeltaWorld: Transition-Grounded Delta Code World Model for Mobile GUI Agents}},
  author = {{Weikai Xu} and {Yunren Feng} and {Haoxiang Lei} and {Kun Huang} and {Yuxuan Liu} and {Kang Zhao} and {Xiaolin Hu} and {Shuo Shang} and {Bo An}},
  year = {2026},
  eprint = {2608.05891v1},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2608.05891v1},
  note = {First published: 2026-08-06; Recorded arXiv version: v1; Recorded version updated: 2026-08-06T11:15:41Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2608.27508", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2608.27508"}}
@misc{arxiv_2608_27508,
  title = {{WM-R1: Training GUI Agents to Reason and leverage World Models with Reinforcement Learning}},
  author = {{Yu Han} and {Tianwen Qian}},
  year = {2026},
  eprint = {2608.27508v1},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2608.27508v1},
  note = {First published: 2026-08-27; Recorded arXiv version: v1; Recorded version updated: 2026-08-27T07:09:28Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2609.00048", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2609.00048"}}
@misc{arxiv_2609_00048,
  title = {{GUI-CC: Benchmarking Contextual Consistency of GUI World Models as Agent Environments}},
  author = {{Lin Fu} and {Zheyuan Yang} and {Tianhui Zhang} and {Jinbiao Wei} and {Guo Gan} and {Boxu Liu} and {Yilun Zhao} and {Yu Rong}},
  year = {2026},
  eprint = {2609.00048v1},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2609.00048v1},
  note = {First published: 2026-08-30; Recorded arXiv version: v1; Recorded version updated: 2026-08-30T05:19:43Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2609.02885", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2609.02885"}}
@misc{arxiv_2609_02885,
  title = {{Discriminative World Models for Web Agents}},
  author = {{Kelvin Li} and {Dhruv Pendharkar} and {Anish Pahilajani} and {Chuyi Shang} and {Leon Oks} and {Leonid Karlinsky} and {Rogerio Feris} and {Trevor Darrell} and {Roei Herzig}},
  year = {2026},
  eprint = {2609.02885v1},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2609.02885v1},
  note = {First published: 2026-09-02; Recorded arXiv version: v1; Recorded version updated: 2026-09-02T17:59:40Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2609.32679", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2609.32679"}}
@misc{arxiv_2609_32679,
  title = {{The GUI Is Not the State: Diagnosing State Aliasing in GUI World Models}},
  author = {{Dongsheng Liu} and {Chao Jin} and {Wenkui Yang} and {Hejin Wang} and {Junwei Yang} and {Zeren Zhang} and {Ziwei Chen} and {Huaibo Huang} and {Jie Cao} and {Ran He}},
  year = {2026},
  eprint = {2609.32679v1},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2609.32679v1},
  note = {First published: 2026-09-26; Recorded arXiv version: v1; Recorded version updated: 2026-09-26T14:35:45Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2609.36923", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2609.36923"}}
@misc{arxiv_2609_36923,
  title = {{PrecogUI: Proactive GUI Agents via Pre-cognitive Simulation and Experience Retrieval}},
  author = {{Bin Kang} and {Jiarui Ouyang} and {Li Jiang} and {Bin Chen} and {Zhuotao Tian}},
  year = {2026},
  eprint = {2609.36923v1},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2609.36923v1},
  note = {First published: 2026-09-29; Recorded arXiv version: v1; Recorded version updated: 2026-09-29T07:41:34Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2610.01215", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2610.01215"}}
@misc{arxiv_2610_01215,
  title = {{AutoGUIWorld: Image Generators as Visual World Models for GUI Agent}},
  author = {{Cheng Yang} and {Yifan Wu} and {Yutao Huang} and {Zhaohua Zhang} and {Beiduo Chen} and {Muxi Chen} and {Chenchen Zhao} and {Hexuan Deng} and {Haolin Yang} and {Geyuan Zhu} and {Sa Zhu} and {Jianhuan Zhuo} and {Qiuyong Xiao} and {Jianhao Ruan} and {Yiran Peng} and {Jiayi Zhang} and {Tian Ye} and {Xinlei Yu} and {Tianwen Jiang} and {Jihong Zhang} and {Yuyu Luo}},
  year = {2026},
  eprint = {2610.01215v1},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2610.01215v1},
  note = {First published: 2026-10-01; Recorded arXiv version: v1; Recorded version updated: 2026-10-01T07:22:53Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2610.02542", "catalog_review_status": "curated", "catalog_scope": "adjacent", "identifiers": {"arxiv": "2610.02542"}}
@misc{arxiv_2610_02542,
  title = {{How To Train Your World Model: Fine-tuning vs RAG for LM-based World Modeling}},
  author = {{Dhananjay Ashok} and {Shantanu Agarwal} and {Vivek Datla} and {Jonathan May} and {Alfy Samuel}},
  year = {2026},
  eprint = {2610.02542v1},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2610.02542v1},
  note = {First published: 2026-10-01; Recorded arXiv version: v1; Recorded version updated: 2026-10-01T22:30:08Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2610.05861", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2610.05861"}}
@misc{arxiv_2610_05861,
  title = {{Imagine to Act: High-Fidelity Data Synthesis via Image Editing World Model for Scalable GUI Agent Training}},
  author = {{Yongxin Ning} and {Runliang Niu} and {Qianli Xing} and {Zhiyi Duan} and {Qingzu He} and {Pan Wang} and {Qi Wang}},
  year = {2026},
  eprint = {2610.05861v1},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2610.05861v1},
  note = {First published: 2026-10-05; Recorded arXiv version: v1; Recorded version updated: 2026-10-05T06:28:58Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2610.08773", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2610.08773"}}
@misc{arxiv_2610_08773,
  title = {{AdvSim2Real : Training Web Agents Against Adaptive Prompt Injection in a Web World Model}},
  author = {{Sarim Hashmi} and {Mukul Ranjan} and {Kshitij Mishra} and {Mikhail Kuznetsov} and {Praneeth Vepakomma} and {Nils Lukas}},
  year = {2026},
  eprint = {2610.08773v1},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2610.08773v1},
  note = {First published: 2026-10-06; Recorded arXiv version: v1; Recorded version updated: 2026-10-06T17:56:43Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2610.11942", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2610.11942"}}
@misc{arxiv_2610_11942,
  title = {{Right Screen, Wrong Transition: World Models as Verifiers for GUI Agents}},
  author = {{Jiaming Zhang} and {Xuan Wang} and {Fuyao Zhang} and {Yang Cao} and {Lingjuan Lyu} and {Wei Yang Bryan Lim}},
  year = {2026},
  eprint = {2610.11942v1},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2610.11942v1},
  note = {First published: 2026-10-08; Recorded arXiv version: v1; Recorded version updated: 2026-10-08T13:33:23Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2610.14228", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2610.14228"}}
@misc{arxiv_2610_14228,
  title = {{Latent World Action Model for GUI Agents}},
  author = {{Seungjun Yu} and {Hojun Choi} and {Seojeong Park} and {Jaeyo Shin} and {Hyunjung Shim}},
  year = {2026},
  eprint = {2610.14228v1},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2610.14228v1},
  note = {First published: 2026-10-09; Recorded arXiv version: v1; Recorded version updated: 2026-10-09T18:45:11Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2610.24372", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2610.24372"}}
@misc{arxiv_2610_24372,
  title = {{Beyond Next-Screen Prediction: The Decision Value of GUI World Models}},
  author = {{Sizhe Tang} and {Hanhan Zhou} and {Jeffrey Svajlenko} and {Rashmi Gangadharaiah}},
  year = {2026},
  eprint = {2610.24372v1},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2610.24372v1},
  note = {First published: 2026-10-17; Recorded arXiv version: v1; Recorded version updated: 2026-10-17T02:03:20Z.}
}