% AwesomeCUA: {"catalog_id": "arxiv:2303.17491", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2303.17491"}}
@misc{arxiv_2303_17491,
  title = {{Language Models can Solve Computer Tasks}},
  author = {{Geunwoo Kim} and {Pierre Baldi} and {Stephen McAleer}},
  year = {2023},
  eprint = {2303.17491v3},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2303.17491v3},
  note = {First published: 2023-03-30; Recorded arXiv version: v3; Recorded version updated: 2023-11-16T20:15:14Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2305.16653", "catalog_review_status": "curated", "catalog_scope": "adjacent", "identifiers": {"arxiv": "2305.16653"}}
@misc{arxiv_2305_16653,
  title = {{AdaPlanner: Adaptive Planning from Feedback with Language Models}},
  author = {{Haotian Sun} and {Yuchen Zhuang} and {Lingkai Kong} and {Bo Dai} and {Chao Zhang}},
  year = {2023},
  eprint = {2305.16653v1},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2305.16653v1},
  note = {First published: 2023-05-26; Recorded arXiv version: v1; Recorded version updated: 2023-05-26T05:52:27Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2310.08740", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2310.08740"}}
@misc{arxiv_2310_08740,
  title = {{A Zero-Shot Language Agent for Computer Control with Structured Reflection}},
  author = {{Tao Li} and {Gang Li} and {Zhiwei Deng} and {Bryan Wang} and {Yang Li}},
  year = {2023},
  eprint = {2310.08740v3},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2310.08740v3},
  note = {First published: 2023-10-12; Recorded arXiv version: v3; Recorded version updated: 2023-10-23T17:39:51Z.}
}

% AwesomeCUA: {"canonical_source_url": "https://arxiv.org/abs/2402.15057", "catalog_id": "arxiv:2402.15057", "catalog_review_status": "curated", "catalog_scope": "core", "citation_edition": "record", "identifiers": {"arxiv": "2402.15057"}, "publication": {"authors": ["Yang Deng", "Xuan Zhang", "Wenxuan Zhang", "Yifei Yuan", "See Kiong Ng", "Tat-Seng Chua"], "date_basis": "Explicit publisher citation_publication_date: 2024/8. Preserve supplied precision; do not substitute conference event dates.", "date_parts": [2024, 8], "doi": "10.18653/v1/2024.acl-long.477", "event_dates": null, "evidence_urls": ["https://aclanthology.org/2024.acl-long.477/"], "identity_basis": "Same work: normalized title, ordered author correspondence and the specific contribution in the complete publisher abstract were reviewed against the retained arXiv identity. The normalized publisher abstract matches the retained arXiv abstract SHA-256.", "issue": null, "notes": "Publisher proceedings edition; retained separately from the arXiv snapshot.", "pages": "8795-8812", "pdf_url": "https://aclanthology.org/2024.acl-long.477.pdf", "publisher": "Association for Computational Linguistics", "series": null, "title": "On the Multi-turn Instruction Following for Conversational Web Agents", "type": "conference-paper", "url": "https://aclanthology.org/2024.acl-long.477/", "venue": "Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)", "volume": null}}
@misc{arxiv_2402_15057,
  title = {{On the Multi-turn Instruction Following for Conversational Web Agents}},
  author = {{Yang Deng} and {Xuan Zhang} and {Wenxuan Zhang} and {Yifei Yuan} and {See-Kiong Ng} and {Tat-Seng Chua}},
  year = {2024},
  eprint = {2402.15057v1},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2402.15057v1},
  note = {First published: 2024-02-23; Recorded arXiv version: v1; Recorded version updated: 2024-02-23T02:18:12Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2411.03817", "catalog_review_status": "curated", "catalog_scope": "adjacent", "identifiers": {"arxiv": "2411.03817"}}
@misc{arxiv_2411_03817,
  title = {{From Novice to Expert: LLM Agent Policy Optimization via Step-wise Reinforcement Learning}},
  author = {{Zhirui Deng} and {Zhicheng Dou} and {Yutao Zhu} and {Ji-Rong Wen} and {Ruibin Xiong} and {Mang Wang} and {Weipeng Chen}},
  year = {2024},
  eprint = {2411.03817v3},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2411.03817v3},
  note = {First published: 2024-11-06; Recorded arXiv version: v3; Recorded version updated: 2024-12-09T09:20:11Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2504.16073", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2504.16073"}}
@misc{arxiv_2504_16073,
  title = {{Guiding VLM Agents with Process Rewards at Inference Time for GUI Navigation}},
  author = {{Zhiyuan Hu} and {Shiyun Xiong} and {Yifan Zhang} and {See-Kiong Ng} and {Anh Tuan Luu} and {Bo An} and {Shuicheng Yan} and {Bryan Hooi}},
  year = {2025},
  eprint = {2504.16073v1},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2504.16073v1},
  note = {First published: 2025-04-22; Recorded arXiv version: v1; Recorded version updated: 2025-04-22T17:52:42Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2505.20013", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2505.20013"}}
@misc{arxiv_2505_20013,
  title = {{WebCoT: Enhancing Web Agent Reasoning by Reconstructing Chain-of-Thought in Reflection, Branching, and Rollback}},
  author = {{Minda Hu} and {Tianqing Fang} and {Jianshu Zhang} and {Junyu Ma} and {Zhisong Zhang} and {Jingyan Zhou} and {Hongming Zhang} and {Haitao Mi} and {Dong Yu} and {Irwin King}},
  year = {2025},
  eprint = {2505.20013v2},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2505.20013v2},
  note = {First published: 2025-05-26; Recorded arXiv version: v2; Recorded version updated: 2025-09-18T11:32:15Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2505.21964", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2505.21964"}}
@misc{arxiv_2505_21964,
  title = {{UI-Evol: Automatic Knowledge Evolving for Computer Use Agents}},
  author = {{Ziyun Zhang} and {Xinyi Liu} and {Xiaoyi Zhang} and {Jun Wang} and {Gang Chen} and {Yan Lu}},
  year = {2025},
  eprint = {2505.21964v2},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2505.21964v2},
  note = {First published: 2025-05-28; Recorded arXiv version: v2; Recorded version updated: 2025-11-03T08:44:04Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2507.16853", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2507.16853"}}
@misc{arxiv_2507_16853,
  title = {{MobileUse: A GUI Agent with Hierarchical Reflection for Autonomous Mobile Operation}},
  author = {{Ning Li} and {Xiangmou Qu} and {Jiamu Zhou} and {Jun Wang} and {Muning Wen} and {Kounianhua Du} and {Xingyu Lou} and {Qiuying Peng} and {Jun Wang} and {Weinan Zhang}},
  year = {2025},
  eprint = {2507.16853v1},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2507.16853v1},
  note = {First published: 2025-07-21; Recorded arXiv version: v1; Recorded version updated: 2025-07-21T09:37:05Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2509.25140", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2509.25140"}}
@misc{arxiv_2509_25140,
  title = {{ReasoningBank: Scaling Agent Self-Evolving with Reasoning Memory}},
  author = {{Siru Ouyang} and {Jun Yan} and {I-Hung Hsu} and {Yanfei Chen} and {Ke Jiang} and {Zifeng Wang} and {Rujun Han} and {Long T. Le} and {Samira Daruki} and {Xiangru Tang} and {Vishy Tirumalashetty} and {George Lee} and {Mahsan Rofouei} and {Hangfei Lin} and {Jiawei Han} and {Chen-Yu Lee} and {Tomas Pfister}},
  year = {2025},
  eprint = {2509.25140v2},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2509.25140v2},
  note = {First published: 2025-09-29; Recorded arXiv version: v2; Recorded version updated: 2026-03-16T20:49:28Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2511.09127", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2511.09127"}}
@misc{arxiv_2511_09127,
  title = {{History-Aware Reasoning for GUI Agents}},
  author = {{Ziwei Wang} and {Leyang Yang} and {Xiaoxuan Tang} and {Sheng Zhou} and {Dajun Chen} and {Wei Jiang} and {Yong Li}},
  year = {2025},
  eprint = {2511.09127v1},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2511.09127v1},
  note = {First published: 2025-11-12; Recorded arXiv version: v1; Recorded version updated: 2025-11-12T09:06:25Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2511.20067", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2511.20067"}}
@misc{arxiv_2511_20067,
  title = {{"Are We Done Yet?": A Vision-Based Judge for Autonomous Task Completion of Computer Use Agents}},
  author = {{Marta Sumyk} and {Oleksandr Kosovan}},
  year = {2025},
  eprint = {2511.20067v1},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2511.20067v1},
  note = {First published: 2025-11-25; Recorded arXiv version: v1; Recorded version updated: 2025-11-25T08:40:33Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2512.09396", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2512.09396"}}
@misc{arxiv_2512_09396,
  title = {{GAIR: GUI Automation via Information-Joint Reasoning and Group Reflection}},
  author = {{Zishu Wei} and {Qixiang Ma} and {Xavier Hu} and {Yuhang Liu} and {Hui Zang} and {Yudong Zhao} and {Tao Wang} and {Shengyu Zhang} and {Fei Wu}},
  year = {2025},
  eprint = {2512.09396v1},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2512.09396v1},
  note = {First published: 2025-12-10; Recorded arXiv version: v1; Recorded version updated: 2025-12-10T07:40:23Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2601.04500", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2601.04500"}}
@misc{arxiv_2601_04500,
  title = {{GUITester: Enabling GUI Agents for Exploratory Defect Discovery}},
  author = {{Yifei Gao} and {Jiang Wu} and {Xiaoyi Chen} and {Yifan Yang} and {Zhe Cui} and {Tianyi Ma} and {Jiaming Zhang} and {Jitao Sang}},
  year = {2026},
  eprint = {2601.04500v1},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2601.04500v1},
  note = {First published: 2026-01-08; Recorded arXiv version: v1; Recorded version updated: 2026-01-08T02:07:53Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2601.07779", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2601.07779"}}
@misc{arxiv_2601_07779,
  title = {{OS-Symphony: A Holistic Framework for Robust and Generalist Computer-Using Agent}},
  author = {{Bowen Yang} and {Kaiming Jin} and {Zhenyu Wu} and {Zhaoyang Liu} and {Qiushi Sun} and {Zehao Li} and {JingJing Xie} and {Zhoumianze Liu} and {Fangzhi Xu} and {Kanzhi Cheng} and {Qingyun Li} and {Yian Wang} and {Yu Qiao} and {Zun Wang} and {Zichen Ding}},
  year = {2026},
  eprint = {2601.07779v1},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2601.07779v1},
  note = {First published: 2026-01-12; Recorded arXiv version: v1; Recorded version updated: 2026-01-12T17:55:51Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2601.15876", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2601.15876"}}
@misc{arxiv_2601_15876,
  title = {{EvoCUA: Evolving Computer Use Agents via Learning from Scalable Synthetic Experience}},
  author = {{Taofeng Xue} and {Chong Peng} and {Mianqiu Huang} and {Linsen Guo} and {Tiancheng Han} and {Haozhe Wang} and {Jianing Wang} and {Xiaocheng Zhang} and {Xin Yang} and {Dengchang Zhao} and {Jinrui Ding} and {Xiandi Ma} and {Yuchen Xie} and {Peng Pei} and {Xunliang Cai} and {Xipeng Qiu}},
  year = {2026},
  eprint = {2601.15876v2},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2601.15876v2},
  note = {First published: 2026-01-22; Recorded arXiv version: v2; Recorded version updated: 2026-01-23T08:52:00Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2602.13559", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2602.13559"}}
@misc{arxiv_2602_13559,
  title = {{OpAgent: Operator Agent for Web Navigation}},
  author = {{Yuyu Guo} and {Wenjie Yang} and {Siyuan Yang} and {Ziyang Liu} and {Cheng Chen} and {Yuan Wei} and {Yun Hu} and {Yang Huang} and {Guoliang Hao} and {Dongsheng Yuan} and {Jianming Wang} and {Xin Chen} and {Hang Yu} and {Lei Lei} and {Peng Di}},
  year = {2026},
  eprint = {2602.13559v2},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2602.13559v2},
  note = {First published: 2026-02-14; Recorded arXiv version: v2; Recorded version updated: 2026-04-30T02:05:10Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2603.15039", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2603.15039"}}
@misc{arxiv_2603_15039,
  title = {{GUI-CEval: A Hierarchical and Comprehensive Chinese Benchmark for Mobile GUI Agents}},
  author = {{Yang Li} and {Yuchen Liu} and {Haoyu Lu} and {Zhiqiang Xia} and {Hongzhen Wang} and {Kaiyang Han} and {Changpeng Yang} and {Jinyang Wu} and {Jiaming Xu} and {Runyu Shi} and {Ying Huang}},
  year = {2026},
  eprint = {2603.15039v1},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2603.15039v1},
  note = {First published: 2026-03-16; Recorded arXiv version: v1; Recorded version updated: 2026-03-16T09:45:33Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2604.21268", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2604.21268"}}
@misc{arxiv_2604_21268,
  title = {{Measure Twice, Click Once: Co-evolving Proposer and Visual Critic via Reinforcement Learning for GUI Grounding}},
  author = {{Wenkai Wang} and {Xiyun Li} and {Hongcan Guo} and {Wenhao Yu} and {Tianqing Fang} and {Haitao Mi} and {Dong Yu} and {Shengyu Zhang}},
  year = {2026},
  eprint = {2604.21268v1},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2604.21268v1},
  note = {First published: 2026-04-23; Recorded arXiv version: v1; Recorded version updated: 2026-04-23T04:23:31Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2604.21375", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2604.21375"}}
@misc{arxiv_2604_21375,
  title = {{VLAA-GUI: Knowing When to Stop, Recover, and Search, A Modular Framework for GUI Automation}},
  author = {{Qijun Han} and {Haoqin Tu} and {Zijun Wang} and {Haoyue Dai} and {Yiyang Zhou} and {Nancy Lau} and {Alvaro A. Cardenas} and {Yuhui Xu} and {Ran Xu} and {Caiming Xiong} and {Zeyu Zheng} and {Huaxiu Yao} and {Yuyin Zhou} and {Cihang Xie}},
  year = {2026},
  eprint = {2604.21375v3},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2604.21375v3},
  note = {First published: 2026-04-23; Recorded arXiv version: v3; Recorded version updated: 2026-09-24T23:58:02Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2606.31270", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2606.31270"}}
@misc{arxiv_2606_31270,
  title = {{Learning from Failure: Inference-Time Self-Improvement for Computer-Use Agents}},
  author = {{Xueqiao Sun} and {Xiaohan Wang} and {Ludwig Schmidt} and {Serena Yeung-Levy} and {Yuhui Zhang}},
  year = {2026},
  eprint = {2606.31270v1},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2606.31270v1},
  note = {First published: 2026-06-30; Recorded arXiv version: v1; Recorded version updated: 2026-06-30T07:44:37Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2607.24167", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2607.24167"}}
@misc{arxiv_2607_24167,
  title = {{Falsifiable Commitment Planning for Self-Correcting Web Agents}},
  author = {{Guangyi Liu} and {Huan Zhao} and {Quanming Yao}},
  year = {2026},
  eprint = {2607.24167v1},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2607.24167v1},
  note = {First published: 2026-07-27; Recorded arXiv version: v1; Recorded version updated: 2026-07-27T08:48:01Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2608.02643", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2608.02643"}}
@misc{arxiv_2608_02643,
  title = {{CUADebug: Diagnosing and Repairing Computer-Use Agent Failures}},
  author = {{Weijia Zhang} and {Kunlun Zhu} and {Zeyi Liu} and {Yinting Chen} and {Tianyi Ma} and {Jiateng Liu} and {Jiaxun Zhang} and {Bingxuan Li} and {Xiangru Tang} and {Heng Ji} and {Jiaxuan You}},
  year = {2026},
  eprint = {2608.02643v2},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2608.02643v2},
  note = {First published: 2026-07-31; Recorded arXiv version: v2; Recorded version updated: 2026-09-06T04:43:23Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2608.05587", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2608.05587"}}
@misc{arxiv_2608_05587,
  title = {{StepReflect: Structured UI Transition Reflection for Mobile GUI Agents}},
  author = {{Linqiang Guo} and {Wei Liu} and {Li Gu} and {Yang Wang} and {Tse-Hsun} and {Chen}},
  year = {2026},
  eprint = {2608.05587v1},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2608.05587v1},
  note = {First published: 2026-08-06; Recorded arXiv version: v1; Recorded version updated: 2026-08-06T04:17:27Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2608.07775", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2608.07775"}}
@misc{arxiv_2608_07775,
  title = {{AndroidReality: How Far Are Mobile Agents from the Real World?}},
  author = {{Xiaoou Liu} and {Longchao Da} and {Hanyang Chen} and {Yuan Ling} and {Hua Wei}},
  year = {2026},
  eprint = {2608.07775v1},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2608.07775v1},
  note = {First published: 2026-08-07; Recorded arXiv version: v1; Recorded version updated: 2026-08-07T21:47:43Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2608.09723", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2608.09723"}}
@misc{arxiv_2608_09723,
  title = {{LookAgain: Closed-Loop GUI Grounding with Visually Grounded Reflection}},
  author = {{Renshan Zhang} and {Haoyang Meng} and {Yixiao He} and {Rui Shao} and {April Hua Liu} and {Liqiang Nie}},
  year = {2026},
  eprint = {2608.09723v1},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2608.09723v1},
  note = {First published: 2026-08-10; Recorded arXiv version: v1; Recorded version updated: 2026-08-10T15:23:52Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2608.24015", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2608.24015"}}
@misc{arxiv_2608_24015,
  title = {{Reflection with Action-Induced Visual Differences for Desktop GUI Agents}},
  author = {{Yijie Ma} and {Chaoyue Niu} and {Fan Wu} and {Guihai Chen}},
  year = {2026},
  eprint = {2608.24015v1},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2608.24015v1},
  note = {First published: 2026-08-25; Recorded arXiv version: v1; Recorded version updated: 2026-08-25T03:10:01Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2609.15457", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2609.15457"}}
@misc{arxiv_2609_15457,
  title = {{AnchorGUI: Asymmetric Memory for Dual-Scale Learning in GUI Navigation}},
  author = {{Shengjie Jin} and {Zelong Sun} and {Hengbo Xu} and {Yanbiao Ma} and {Zhiwu Lu}},
  year = {2026},
  eprint = {2609.15457v1},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2609.15457v1},
  note = {First published: 2026-09-14; Recorded arXiv version: v1; Recorded version updated: 2026-09-14T12:22:26Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2609.17653", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2609.17653"}}
@misc{arxiv_2609_17653,
  title = {{Reflect, Revise, Reuse: Training-Free Skill Evolution for GUI Agents}},
  author = {{Bofan Chen} and {Boxuan Zhang} and {Fei Tang} and {Zhengxi Lu} and {Yong Du} and {Tongbo Chen} and {Weiming Lu} and {Jun Xiao} and {Yueting Zhuang} and {Yongliang Shen}},
  year = {2026},
  eprint = {2609.17653v1},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2609.17653v1},
  note = {First published: 2026-09-15; Recorded arXiv version: v1; Recorded version updated: 2026-09-15T17:24:06Z.}
}

% AwesomeCUA: {"catalog_id": "arxiv:2610.13092", "catalog_review_status": "curated", "catalog_scope": "core", "identifiers": {"arxiv": "2610.13092"}}
@misc{arxiv_2610_13092,
  title = {{When Faster Decisions Do Not Make Better Agents: An Empirical Study of Jev in Agent Workflows}},
  author = {{Yuchen Ling} and {Shengcheng Yu} and {Zhenyu Chen} and {Chunrong Fang}},
  year = {2026},
  eprint = {2610.13092v1},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2610.13092v1},
  note = {First published: 2026-10-09; Recorded arXiv version: v1; Recorded version updated: 2026-10-09T06:45:23Z.}
}