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Paper Citation Record · LEDGER

A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions

As of 3 August 2026, this Paper Citation Record lists 100 of 195 outbound references and 15 inbound Pith citation observations for arXiv:2501.16150.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2501.16150 v3

Coverage vector

measured 100 of 195 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-23T04:59:36.994758Z

measured 115 of 115 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-03T06:30:56.289259+00:00

measured 15 of 15 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-31T22:43:12.197432Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-07-04T03:09:28.710220Z

Reference resolution

100 of 195 outbound references displayed

  • verified exact55
  • verified fuzzy7
  • unresolved28
  • parse uncertain0
  • malformed identifier2
  • metadata mismatch8

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2872e4a4-e6aa-4fb7-b8c3-d6b07b731bc1 · outbound

This paper cites Siddique.

A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions Siddique

Reference 1

Resolution
verified exact
arxiv_id, observed 2026-05-23T05:02:35.076868Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-23T04:59:36.994758Z digest=sha256:e0fd5a269e465a7c9338304a19bbc5de3dd821a99fcf17c0f9dccf887fb46ddc

Observation f779e29b-63fd-440d-8f85-a775a7672f98 · outbound

This paper cites an unresolved cited work.

A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-05-23T05:05:25.260375Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-23T04:59:36.994758Z digest=sha256:6349a0b03ef5e28dc12ddac11a524a5ae873ff733d08116a4430fab563b052ec

Observation cd8f1a4f-dc80-422a-a7b8-1a6f5db4c957 · outbound

This paper cites Arulkumaran, M.

A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions Arulkumaran, M

Reference 3

Resolution
verified exact
arxiv_id, observed 2026-05-23T05:02:35.004725Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-23T04:59:36.994758Z digest=sha256:06be04ed3d62e43ee5a229e27b6154e5323216e049902ab5b6a9d22d7d6a9a6e

Observation ff69020e-01f4-452b-a700-c0fdbcc996d6 · outbound

This paper cites Laradji, Alexandre Drouin, Sai Rajeswar, Hector Palacios, Quentin Cappart, David Vazquez, Nicolas Chapados, Maxime Gasse, and Alexandre Lacoste.

A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions Laradji, Alexandre Drouin, Sai Rajeswar, Hector Palacios, Quentin Cappart, David Vazquez, Nicolas Chapados, Maxime Gasse, and Alexandre Lacoste

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T05:05:25.262976Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-23T04:59:36.994758Z digest=sha256:9da2ca58ff8788cb2cc423264ecd64cadaca4a1a9abdd8712d90b473e59dca70

Observation fdfbcc6d-511d-4c7c-bec4-3cba57c83f32 · outbound

This paper cites InProceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, IJCAI-24, Kate Larson (Ed.).

A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions InProceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, IJCAI-24, Kate Larson (Ed.)

Reference 5

Resolution
verified exact
doi, observed 2026-05-23T05:02:35.336454Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-23T04:59:36.994758Z digest=sha256:d4b60eba121400323d7558b5d149d0affe53581b9ac871aa6bf40b630d55e790

Observation c3c5de68-6866-46fb-9020-eec080af83eb · outbound

This paper cites an unresolved cited work.

A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-05-23T05:05:25.298848Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-23T04:59:36.994758Z digest=sha256:e1a51e96193c62531b3f16a388d0ce466f12b1ae84a19d4e7c428472178da31f

Observation b2840e35-7b0a-41c3-bb7d-74d36b75c6fa · outbound

This paper cites an unresolved cited work.

A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-05-23T05:05:25.254099Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-23T04:59:36.994758Z digest=sha256:e23c32612e18ffa0b5eee8f6355437b76ae4c29e152d179ee073544cfb83c1ea

Observation 970685dc-4622-417d-91c9-5ac9e3f64786 · outbound

This paper cites Curriculum learning, in: Proceedings of the 26th Annual International Conference on Machine Learning, Associa- tion for Computing Machinery, New York, NY, USA.

A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions Curriculum learning, in: Proceedings of the 26th Annual International Conference on Machine Learning, Associa- tion for Computing Machinery, New York, NY, USA

Reference 8

Resolution
verified exact
arxiv_id, observed 2026-05-23T05:02:35.595116Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-23T04:59:36.994758Z digest=sha256:28b49a1d138386389a48d099dc21d1702ee086c06dd1da524bf28df7e9c2c61d

Observation d782b737-8599-40ba-90f0-4a4d105e5e70 · outbound

This paper cites Latent State Estimation Helps UI Agents to Reason.

A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions Latent State Estimation Helps UI Agents to Reason

Reference 9

Resolution
verified exact
arxiv_id, observed 2026-05-23T05:02:35.394516Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-23T04:59:36.994758Z digest=sha256:fa6bdb86bc47231e0e9385de8210ee218ce4353818557e5a66d3eec3ce0ac6dc

Observation d43b58a6-7b34-458a-82e3-67b0370a4233 · outbound

This paper cites Windows Agent Arena: Evaluating Multi-Modal OS Agents at Scale.

A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions Windows Agent Arena: Evaluating Multi-Modal OS Agents at Scale

Reference 10

Resolution
verified exact
arxiv_id, observed 2026-05-23T05:02:35.158035Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-23T04:59:36.994758Z digest=sha256:e0b4debb900c8dea60fe870f29058cfbe9c790af264d68bf320ce137c59df691

Observation 43b470bb-bc35-4878-bfe0-1009fbd269b4 · outbound

This paper cites Branavan, Harr Chen, Luke Zettlemoyer, and Regina Barzilay.

A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions Branavan, Harr Chen, Luke Zettlemoyer, and Regina Barzilay

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T05:05:25.250826Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-23T04:59:36.994758Z digest=sha256:27b3b489904f9e52d26d558256913f0cad5b21b6d94b3ad1e8559f4d4f5b15b2

Observation 5fb98e36-76b9-475d-8141-987e74021945 · outbound

This paper cites BERT : Pre-training of Deep Bidirectional Transformers for Language Understanding.

A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions BERT : Pre-training of Deep Bidirectional Transformers for Language Understanding

Reference 12

Resolution
verified exact
doi, observed 2026-05-23T05:02:35.427083Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-23T04:59:36.994758Z digest=sha256:15dda2bd43f46a05b9c3e3f7217a1d3cb3a902ba0944847f9000a4e53fc42e21

Observation a36fd700-284a-4807-aad7-a16026108918 · outbound

This paper cites an unresolved cited work.

A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions Unresolved cited work

Reference 13

Resolution
verified exact
doi, observed 2026-05-23T05:02:34.929800Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-23T04:59:36.994758Z digest=sha256:63c0860f982ebf90099efca0c0b9adfadc7dd9d1f50273f1893998e9b4f547a0

Observation 7898158a-c176-4e75-9db0-b27a091d96fa · outbound

This paper cites Web Agents with World Models: Learning and Leveraging Environment Dynamics in Web Navigation.

A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions Web Agents with World Models: Learning and Leveraging Environment Dynamics in Web Navigation

Reference 14

Resolution
verified exact
arxiv_id, observed 2026-05-23T05:02:35.283952Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-23T04:59:36.994758Z digest=sha256:ae995ba496a128500aff04874d05966b48fc0d36b34297638349dffcb7d00521

Observation a71a885c-8c00-41cb-b1b6-1a32e74223b2 · outbound

This paper cites an unresolved cited work.

A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions Unresolved cited work

Reference 15

Resolution
verified exact
doi, observed 2026-05-23T05:02:34.988646Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-23T04:59:36.994758Z digest=sha256:a1da3eaa0eb505649c51578d3147cda7b2eb02c87add02df5a11cae2a4029729

Observation ea712a16-3c65-4187-bd4f-913389b6db6d · outbound

This paper cites GUI-World: A Video Benchmark and Dataset for Multimodal GUI-oriented Understanding.

A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions GUI-World: A Video Benchmark and Dataset for Multimodal GUI-oriented Understanding

Reference 16

Resolution
verified exact
arxiv_id, observed 2026-05-23T05:02:35.152334Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-23T04:59:36.994758Z digest=sha256:165ecf4abf175674f519aece6766dcf66127237aa67b4cb57d7d56ab615bafea

Observation 28fdd85b-f1a5-443a-86ff-310e75c35419 · outbound

This paper cites WebVLN: Vision-and-Language Navigation on Websites , booktitle =.

A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions WebVLN: Vision-and-Language Navigation on Websites , booktitle =

Reference 17

Resolution
verified exact
doi, observed 2026-05-23T05:02:34.973673Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-23T04:59:36.994758Z digest=sha256:6e6e6e495b69582c8c8f1e1d8afc55e7efb90e5cb41b1a5824462f388adfbb37

Observation 61b91ecc-67a8-4246-8437-1528df9b433d · outbound

This paper cites GUICourse: From General Vision Language Models to Versatile GUI Agents.

A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions GUICourse: From General Vision Language Models to Versatile GUI Agents

Reference 18

Resolution
verified exact
arxiv_id, observed 2026-05-23T05:02:35.132967Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-23T04:59:36.994758Z digest=sha256:7bc6490255640ee62dd28c2d2f719010802c21d70be06d89f8b27fa36f3f9e06

Observation b377b617-8eb7-44a3-a987-e2484fce87e3 · outbound

This paper cites an unresolved cited work.

A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-05-23T05:05:25.280834Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-23T04:59:36.994758Z digest=sha256:af77430c68e0d31b98babcd17b55a01f356964d60bdc3d6507e1979fdb186ccd

Observation c0743960-ea87-48f7-b7c1-7bd096811c3d · outbound

This paper cites an unresolved cited work.

A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions Unresolved cited work

Reference 20

Resolution
verified exact
doi, observed 2026-05-23T05:02:35.262372Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-23T04:59:36.994758Z digest=sha256:e21a06190034b30616eb8b83d5398f139af3da27f4e8587f5231f2ac98adda96

Observation b29bcdee-525f-43fe-ab69-dc2c9ff0a9bf · outbound

This paper cites SeeClick: Harnessing GUI grounding for advanced visual GUI agents.

A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions SeeClick: Harnessing GUI grounding for advanced visual GUI agents

Reference 21

Resolution
verified exact
doi, observed 2026-05-23T05:02:35.199597Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-23T04:59:36.994758Z digest=sha256:567f1d06a77b9e3c7368b342d957339528de16463f06f3de3086170313460854

Observation adb6a198-9512-434b-969b-edb1bcebe864 · outbound

This paper cites CAAP: Context-Aware Action Planning Prompting to Solve Computer Tasks with Front-End UI Only.

A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions CAAP: Context-Aware Action Planning Prompting to Solve Computer Tasks with Front-End UI Only

Reference 22

Resolution
verified exact
arxiv_id, observed 2026-05-23T05:02:34.948537Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-23T04:59:36.994758Z digest=sha256:5efaa80c26e7e0185b57720d002167ced70b086907bbad805dc0036a4a19ec04

Observation 6327e6dd-aefa-4825-87bc-ec04c38143d9 · outbound

This paper cites Chi, Jeff Dean, Jacob Devlin, Adam Roberts, Denny Zhou, Quoc V.

A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions Chi, Jeff Dean, Jacob Devlin, Adam Roberts, Denny Zhou, Quoc V

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T05:05:25.309885Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-23T04:59:36.994758Z digest=sha256:2d5f59c8f015e87be8625a627564a2eb2ac98be87223ad3c3dc19cd97429418c

Observation 8263b6c7-183a-4c6d-a7a1-96b9b353c126 · outbound

This paper cites an unresolved cited work.

A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-05-23T05:05:25.302146Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-23T04:59:36.994758Z digest=sha256:0cbae947c237308ef4ac449ac7a1af11088dcc6022e45e4bea979391dca9b7f7

Observation c53e0445-d15a-4967-90ac-1d4a3a531bdb · outbound

This paper cites Visual Grounding Methods for Efficient Interaction with Desktop Graphical User Interfaces.

A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions Visual Grounding Methods for Efficient Interaction with Desktop Graphical User Interfaces

Reference 25

Resolution
verified exact
arxiv_id, observed 2026-05-23T05:02:35.064583Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-23T04:59:36.994758Z digest=sha256:a5d17443776d3fe2fee597a0f285a82ce4e9dd16d806308155cc1a9136179987

Observation b918e187-02b8-44ee-bb17-6934c1d7f0c7 · outbound

This paper cites an unresolved cited work.

A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-05-23T05:05:25.283873Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-23T04:59:36.994758Z digest=sha256:6b935232196d32953b63e610018f6676504027eb7fe19c4976c9272061fdef2b

Observation 85a63c39-eb99-4cef-8d6b-2f39a2dbce0c · outbound

This paper cites Borges Jr., and Andreas Zeller.

A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions Borges Jr., and Andreas Zeller

Reference 27

Resolution
metadata mismatch
arxiv_id, observed 2026-05-23T05:02:35.294158Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-23T04:59:36.994758Z digest=sha256:6ec99c280162ed81a7207a4f0aee4b921f9582dcb506555bef4470a4e6f92c4d

Observation 999620f5-8a67-459f-b186-3a0fcdaa1e6e · outbound

This paper cites Cynthia Dwork, Ravi Kumar, Moni Naor, and D.

A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions Cynthia Dwork, Ravi Kumar, Moni Naor, and D

Reference 28

Resolution
verified exact
doi, observed 2026-05-23T05:02:35.442795Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-23T04:59:36.994758Z digest=sha256:5cdbbbc1911561297fd6a42998133c0c1d017455e3e0f13351f42ddf4568709a

Observation aeb5611c-90a8-4be4-8163-f9f68781efa0 · outbound

This paper cites an unresolved cited work.

A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-05-23T05:05:25.224724Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-23T04:59:36.994758Z digest=sha256:e8ca5a288fa85b5f4481ed5bae7e049484619f976f5a6c0caba2391af25c691b

Observation 5fab17b5-65e6-4fec-9b03-cc0b50061358 · outbound

This paper cites an unresolved cited work.

A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions Unresolved cited work

Reference 30

Resolution
verified exact
doi, observed 2026-05-23T05:02:35.190808Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-23T04:59:36.994758Z digest=sha256:2b3541d09e6ffebf627191b9fcb1f8765da664c61553aa3a9c85e5ca36ee2f51

Observation 79d75bc2-e192-4429-80a9-aa2139169fef · outbound

This paper cites MobileAgent: enhancing mobile control via human-machine interaction and SOP integration.

A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions MobileAgent: enhancing mobile control via human-machine interaction and SOP integration

Reference 31

Resolution
verified exact
arxiv_id, observed 2026-05-23T05:02:35.950328Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-23T04:59:36.994758Z digest=sha256:99d7b8ad7b4542538ae5a72dc32c9cf2c5535e0cd928bfb70fb1228b33b98cad

Observation 697a33a3-ee73-4127-9afc-bd11d0624b55 · outbound

This paper cites Training a Vision Language Model as Smartphone Assistant.

A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions Training a Vision Language Model as Smartphone Assistant

Reference 32

Resolution
verified exact
arxiv_id, observed 2026-05-23T05:02:35.306200Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-23T04:59:36.994758Z digest=sha256:6df1928fb2e8dd04cdfbf27578bee7d8653665996dac67463b57eb35d27d8e87

Observation d1798397-cdaa-4fbc-97e1-7b6ff91619b5 · outbound

This paper cites Laradji, Manuel Del Verme, Tom Marty, Léo Boisvert, Megh Thakkar, Quentin Cappart, David Vazquez, Nicolas Chapados, and Alexandre Lacoste.

A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions Laradji, Manuel Del Verme, Tom Marty, Léo Boisvert, Megh Thakkar, Quentin Cappart, David Vazquez, Nicolas Chapados, and Alexandre Lacoste

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T05:05:25.240448Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-23T04:59:36.994758Z digest=sha256:54070813481046d8fa3901acb3d0494152288188f87af053b372818a363ec8f7

Observation fb3e5a60-87d7-4089-9a98-48e8b6816aaf · outbound

This paper cites Grounded Language Agent for Product Search via Intelligent Web Interactions.

A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions Grounded Language Agent for Product Search via Intelligent Web Interactions

Reference 34

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arxiv_id, observed 2026-05-23T05:02:35.311747Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-23T04:59:36.994758Z digest=sha256:16362f9f4e47a248fb0fa7193746fe8fc6906c1718cbbbc86e12a3b820c8a92d

Observation 79bdef84-0f7a-4c54-a030-84badf7e5a0b · outbound

This paper cites an unresolved cited work.

A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions Unresolved cited work

Reference 35

Resolution
verified exact
doi, observed 2026-05-23T05:02:34.941742Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-23T04:59:36.994758Z digest=sha256:70ac447e95920a526b81d3c48fb84ae2a29f75c0ad832c332a282d3d434b72f3

Observation efcb5677-5a1f-47d5-80fa-f582a370da84 · outbound

This paper cites Furuta, K.-H.

A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions Furuta, K.-H

Reference 36

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verified fuzzy
raw_fallback, observed 2026-05-23T05:05:25.218056Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-23T04:59:36.994758Z digest=sha256:bccd185a0255e2a6048ce61f663a623a8fa719b42cca5323baf3e3d28c64b02d

Observation 39261e6b-bc3d-4093-915a-807f2419f5bb · outbound

This paper cites Exposing Limitations of Language Model Agents in Sequential-Task Compositions on the Web.

A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions Exposing Limitations of Language Model Agents in Sequential-Task Compositions on the Web

Reference 37

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verified exact
arxiv_id, observed 2026-05-23T05:02:35.196137Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-23T04:59:36.994758Z digest=sha256:a654e4d7958c52361d114dfa1c21c18bae36fb9e110fcf59b8f67f9bce3396c8

Observation fd3956e3-68e9-4f8a-ba64-f238b4ca042a · outbound

This paper cites ASSISTGUI: Task-Oriented Desktop Graphical User Interface Automation.

A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions ASSISTGUI: Task-Oriented Desktop Graphical User Interface Automation

Reference 38

Resolution
verified exact
arxiv_id, observed 2026-05-23T05:02:35.485160Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-23T04:59:36.994758Z digest=sha256:c05dae529155eba833d7bf621bfd69796f50ce9a020482b4701a5a7a2afe0f01

Observation 1b28e3a7-7d18-4681-bd42-af82db091227 · outbound

This paper cites an unresolved cited work.

A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-05-23T05:05:25.221288Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-23T04:59:36.994758Z digest=sha256:137b1970030342bc6deb354c37d669b33978b57fb197d4832f35e92ece781ba0

Observation 7bb06e44-832e-42a2-bb0e-04352567d47d · outbound

This paper cites an unresolved cited work.

A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-05-23T05:05:25.184436Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-23T04:59:36.994758Z digest=sha256:68d89fad4abf5c74fc689083661d12befc60ce8e9d6a1c8806887eff36bd2a95

Observation c746e0dd-d26a-4ee1-8ffc-5ec1314114b9 · outbound

This paper cites Generalist Virtual Agents: A Survey on Autonomous Agents Across Digital Platforms.

A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions Generalist Virtual Agents: A Survey on Autonomous Agents Across Digital Platforms

Reference 41

Resolution
verified exact
arxiv_id, observed 2026-05-23T05:02:34.955390Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-23T04:59:36.994758Z digest=sha256:e0c76a2cf783b04b094daee168d944c09d7990b1e9caafd9635f33ae0714c4be

Observation 0d36efcd-eb73-448a-a184-0a5c48741426 · outbound

This paper cites an unresolved cited work.

A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-05-23T05:05:25.219898Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-23T04:59:36.994758Z digest=sha256:9f55312566324eb4a76b0ff627055550fd3bb62f9a327a50b787131dd8f23638

Observation e27b0784-ecd8-430b-9359-688feee4be99 · outbound

This paper cites an unresolved cited work.

A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-05-23T05:05:25.246220Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-23T04:59:36.994758Z digest=sha256:622437b1909bbee627ad65a2f6f73d0028889f889c9a96de3fefc8ccdb64912a

Observation 1d567f58-e025-40f1-9753-ffd64197aa94 · outbound

This paper cites an unresolved cited work.

A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-05-23T05:05:25.228280Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-23T04:59:36.994758Z digest=sha256:6640fd83bad123cdcabb545883995373220e6cddf7ecb6e67d4555995249e8de

Observation 735614a7-92b5-43fb-9b00-83faa8fb41e7 · outbound

This paper cites Metrics for Multi-Class Classification: an Overview.

A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions Metrics for Multi-Class Classification: an Overview

Reference 45

Resolution
verified exact
arxiv_id, observed 2026-05-23T05:02:35.970091Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-23T04:59:36.994758Z digest=sha256:811a54a6a97e82ed5ffc87b313834074dc471537e897fdc0318da78a119aa34e

Observation 45d9633e-9d4f-43b7-92cc-463f4ddc1e5a · outbound

This paper cites A survey of deep learning techniques for autonomous driving.

A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions A survey of deep learning techniques for autonomous driving

Reference 46

Resolution
verified exact
doi, observed 2026-05-23T05:02:35.098310Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-23T04:59:36.994758Z digest=sha256:f16241a740af2dae1864aa393aaebae292bc7d1d7f13cec1fdba38b2dc749829

Observation 1cb08897-d1b9-4a37-98f8-98102d714bc0 · outbound

This paper cites White, Longqi Yang, Reid Andersen, Georg Buscher, Dhruv Joshi, and Nagu Rangan.

A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions White, Longqi Yang, Reid Andersen, Georg Buscher, Dhruv Joshi, and Nagu Rangan

Reference 47

Resolution
metadata mismatch
arxiv_id, observed 2026-05-23T05:02:35.300308Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-23T04:59:36.994758Z digest=sha256:1e0e22efaf52d6d246edf5b6517906c70702d9f560927322b04f2821c0bb7395

Observation 957b0f34-fdca-45bc-8a14-0b84b7d1661c · outbound

This paper cites Batch-ICL: Effective, efficient, and order-agnostic in-context learning.

A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions Batch-ICL: Effective, efficient, and order-agnostic in-context learning

Reference 48

Resolution
malformed identifier
doi_truncated, observed 2026-05-23T05:02:35.233673Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-23T04:59:36.994758Z digest=sha256:1cc48c01ddcd00a5ec028c9ebcca4aabbca3b945d2a3cddf7bf07527c4853379

Observation f8ee1979-9bbc-40ed-ab05-ca757142e245 · outbound

This paper cites StableToolBench: Towards Stable Large-Scale Benchmarking on Tool Learning of Large Language Models , booktitle =.

A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions StableToolBench: Towards Stable Large-Scale Benchmarking on Tool Learning of Large Language Models , booktitle =

Reference 49

Resolution
verified exact
doi, observed 2026-05-23T05:02:35.479808Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-23T04:59:36.994758Z digest=sha256:c14fd7020aaaab09ebe66d3391ad8c60e1f26a0b407747b2bf7ff869e93dd660

Observation 611243ab-ef33-44c2-9ee7-39ea2e3ddda5 · outbound

This paper cites an unresolved cited work.

A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-05-23T05:05:25.237690Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-23T04:59:36.994758Z digest=sha256:aab725771227331905605144065e10c9a92ffe52158c7b8e87a93e7ecba4e0f9

Observation a08f89c7-2f10-48ec-922f-5865086e36ee · outbound

This paper cites an unresolved cited work.

A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-05-23T05:05:25.231750Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-23T04:59:36.994758Z digest=sha256:15b081a25debcd2239f92c76a9ad9d0c8fc12ec3265dd04ee6f571905c902dca

Observation b3361330-1b16-4834-8566-87a53845d734 · outbound

This paper cites an unresolved cited work.

A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions Unresolved cited work

Reference 52

Resolution
verified exact
doi, observed 2026-05-23T05:02:35.120729Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-23T04:59:36.994758Z digest=sha256:6602c15a955898797ca7de1d68e7405c3eac8a9065777da14eb6cd74c9f208b6

Observation 043e879a-b1c2-48df-a08c-b724cfd36097 · outbound

This paper cites an unresolved cited work.

A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-05-23T05:05:25.320057Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-23T04:59:36.994758Z digest=sha256:2a21379d32ab2a89080f4b37912416e2251fe4b273919ffd4ee68765883ccf66

Observation 832d1b39-ae61-47bc-a3a7-3df19996854c · outbound

This paper cites an unresolved cited work.

A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-05-23T05:05:25.173652Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-23T04:59:36.994758Z digest=sha256:51f196068928edbb4b40b02165788d9e733d3d067afbed3e62b71ffc5649bd63

Observation 4a14b2c6-eb1f-4757-8e1e-88d97f49c0fc · outbound

This paper cites doi: 10.1038/s41586-025-08744-2.

A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions doi: 10.1038/s41586-025-08744-2

Reference 55

Resolution
verified exact
doi, observed 2026-05-23T05:02:34.978206Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T19:08:37.881844+00:00.

source=pdf_text observed=2026-05-23T04:59:36.994758Z digest=sha256:1025592cc00b32f25988a9f915e2c19af7969acdec71e104f5545a5c154cf9c4

Observation c12518e5-f176-47d4-936f-cbc61aae2581 · outbound

This paper cites Webvoyager: Building an end-to-end web agent with large multimodal models.

A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions Webvoyager: Building an end-to-end web agent with large multimodal models

Reference 56

Resolution
verified exact
doi, observed 2026-05-23T05:02:35.569013Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-23T04:59:36.994758Z digest=sha256:0a18896f13ca3d18eee73aa1dea37c037742ba0bd4b8e6820fb418b3681b4d82

Observation 58efda28-fff4-4ca8-b450-7df60e6504e5 · outbound

This paper cites an unresolved cited work.

A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-05-23T05:05:25.226977Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-23T04:59:36.994758Z digest=sha256:408ba0d078f2533dddb693e3d9e9509e0ff97b985b50af0eeed76f4468ace0db

Observation 10d34588-3272-4ef0-8d5c-aede5aa68498 · outbound

This paper cites of the AAAI Conf.

A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions of the AAAI Conf

Reference 58

Resolution
verified exact
doi, observed 2026-05-23T05:02:35.116817Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-23T04:59:36.994758Z digest=sha256:8603bd64079029493226dc59880a871610662f2bff92dd60b1811b95107f0412

Observation bb383338-7077-4765-82e8-1a38a92d7b45 · outbound

This paper cites Emogen: Emotional image content generation with text-to-image diffusion models.

A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions Emogen: Emotional image content generation with text-to-image diffusion models

Reference 59

Resolution
metadata mismatch
arxiv_id, observed 2026-05-23T05:02:35.204789Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-23T04:59:36.994758Z digest=sha256:a2f176e80028e18344d11f6e58f1d4b30b562eea41f1078be008a301d0cd5d60

Observation 91c4879e-d789-4176-a08e-7af969fa4593 · outbound

This paper cites LoRA: Low-Rank Adaptation of Large Language Models.

A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions LoRA: Low-Rank Adaptation of Large Language Models

Reference 60

Resolution
metadata mismatch
local_arxiv, observed 2026-05-23T05:02:35.042200Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-23T04:59:36.994758Z digest=sha256:1b016c954dc6fb8ec183335d318dc345f62dd9250b7615c9f8b357c24380b971

Observation 977b4cfa-c73c-4ccb-9c29-a5b61cd467a9 · outbound

This paper cites The Dawn of GUI Agent: A Preliminary Case Study with Claude 3.5 Computer Use.

A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions The Dawn of GUI Agent: A Preliminary Case Study with Claude 3.5 Computer Use

Reference 61

Resolution
verified exact
arxiv_id, observed 2026-05-23T05:02:35.580579Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-23T04:59:36.994758Z digest=sha256:4e6d3b98f9a83b195521c041a17b492c711ae7c000e0a474431d999ef670251a

Observation 0de7a777-cc6b-479e-924f-2d74ea275441 · outbound

This paper cites In: 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions In: 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Reference 62

Resolution
verified exact
arxiv_id, observed 2026-05-23T05:02:35.163216Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-23T04:59:36.994758Z digest=sha256:71f70f3c19bf5fc36e1a6cba2e5ec303bcd553c2c52d529495070c1dfd6c34d7

Observation bbe6dc53-2b6f-4989-840d-cd5e3d6c6fbc · outbound

This paper cites 2011.Continuous delivery: reliable software releases through build, test, and deployment automation(7th edition ed.).

A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions 2011.Continuous delivery: reliable software releases through build, test, and deployment automation(7th edition ed.)

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T05:05:25.313532Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-23T04:59:36.994758Z digest=sha256:5567b54eca9a2a8f2e02e9f36bd6f1f8a9507be5906c5181a1d8d43728e3effb

Observation b6dae34f-630a-4579-9d75-38ff904e2c92 · outbound

This paper cites an unresolved cited work.

A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions Unresolved cited work

Reference 64

Resolution
unresolved
raw_fallback, observed 2026-05-23T05:05:25.261861Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-23T04:59:36.994758Z digest=sha256:3fbe9a68e0ad5aa038fef7b90ff2e3e19914d7e3bc6085af9a97c924180eaebf

Observation 167b8686-2b81-400b-9b6d-d56a94b13366 · outbound

This paper cites Do BERTs Learn to Use Browser User Interface? Exploring Multi-Step Tasks with Unified Vision-and-Language BERTs.

A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions Do BERTs Learn to Use Browser User Interface? Exploring Multi-Step Tasks with Unified Vision-and-Language BERTs

Reference 65

Resolution
verified exact
arxiv_id, observed 2026-05-23T05:02:34.969268Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-23T04:59:36.994758Z digest=sha256:bd58706492b1fadad56305a4fc2b257e336a75dd16ae311d935d7750129966af

Observation 6a96a378-061e-4158-bfac-71e0967121d3 · outbound

This paper cites an unresolved cited work.

A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions Unresolved cited work

Reference 66

Resolution
unresolved
raw_fallback, observed 2026-05-23T05:05:25.223285Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-23T04:59:36.994758Z digest=sha256:53e560610f6ba94c1bdcdf54096967589fb61c52af3dad45e48940202b11555b

Observation bd9cc666-9295-4254-9cb0-3fb8b6bd62bc · outbound

This paper cites Can large language models reason and plan? , volume=.

A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions Can large language models reason and plan? , volume=

Reference 67

Resolution
verified exact
doi, observed 2026-05-23T05:02:35.058584Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-23T04:59:36.994758Z digest=sha256:c84a54efbc3a3f7af34946fc887b217a7414784966e15b786d538bc55da5cda5

Observation d6281297-a330-43f3-a235-56b8a063b893 · outbound

This paper cites OmniACT: A dataset and benchmark for enabling multimodal generalist autonomous agents for desktop and web.

A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions OmniACT: A dataset and benchmark for enabling multimodal generalist autonomous agents for desktop and web

Reference 68

Resolution
verified exact
doi, observed 2026-05-23T05:02:35.362902Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-23T04:59:36.994758Z digest=sha256:fd284eddfb6e7a2d330ba5d4829f923d158562ba36e78b0d80b35aa0a8d8856e

Observation 7072213f-0047-4e30-99ae-2b6677f1ea24 · outbound

This paper cites an unresolved cited work.

A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions Unresolved cited work

Reference 69

Resolution
unresolved
raw_fallback, observed 2026-05-23T05:05:25.204346Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-23T04:59:36.994758Z digest=sha256:4442a20108276caf6192f72b3f197c54d88192184d6c9d8412a0e8bce7c5ff8d

Observation ca9d7da7-156e-46e6-aced-95aba651fcf2 · outbound

This paper cites an unresolved cited work.

A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions Unresolved cited work

Reference 70

Resolution
unresolved
raw_fallback, observed 2026-05-23T05:05:25.316856Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-23T04:59:36.994758Z digest=sha256:7caf2b28a3b14980fc20e9d2abc393f48111bace47318d57883ea230771ea2ea

Observation d0c38fbb-0434-4474-bb74-45a8ec119bd2 · outbound

This paper cites VisualWebArena: Evaluating multimodal agents on realistic visual web tasks.

A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions VisualWebArena: Evaluating multimodal agents on realistic visual web tasks

Reference 71

Resolution
verified exact
doi, observed 2026-05-23T05:02:35.208599Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-23T04:59:36.994758Z digest=sha256:f90d5f927b146feab7510b0bbefe4d8cb3c3ae563b40445fbbe61dc8cdf2e905

Observation 8b0adf9e-8109-4811-a54f-4784137707cb · outbound

This paper cites Tree search for language model agents.

A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions Tree search for language model agents

Reference 72

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verified exact
arxiv_id, observed 2026-05-23T05:02:35.035855Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-23T04:59:36.994758Z digest=sha256:929f815222fd3bc798f7c1e7dfd3243f245ebed6fc68567c9dd66d707d634be9

Observation ed2eccb6-cda0-4512-a5bf-516287ac984f · outbound

This paper cites an unresolved cited work.

A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions Unresolved cited work

Reference 73

Resolution
verified exact
doi, observed 2026-05-23T05:02:35.604976Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-23T04:59:36.994758Z digest=sha256:8eecee464efb03d7bfc369d795d1b3da56dc6d3da54e0f807e3a65d1ceee2e6f

Observation 93edf793-3526-42c5-bfd1-add9283696e8 · outbound

This paper cites Nguyen, T.-A.

A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions Nguyen, T.-A

Reference 74

Resolution
metadata mismatch
arxiv_id, observed 2026-05-23T05:02:35.422955Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-23T04:59:36.994758Z digest=sha256:4c5cce76131f286a7d36e2a2bbff2563af3e9ec50606980454d4a2dd63b5a763

Observation 1a9c08f7-58d2-4883-bd30-48b475b40fe2 · outbound

This paper cites AutoWebGLM: A Large Language Model-based Web Navigating Agent.

A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions AutoWebGLM: A Large Language Model-based Web Navigating Agent

Reference 75

Resolution
verified exact
arxiv_id, observed 2026-05-23T05:02:35.022988Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-23T04:59:36.994758Z digest=sha256:d4eff7417fce84870972383bd8859787c1a28099c98b13c1136f919662148b4d

Observation 467ed437-d0c3-4829-8348-dba46d19f678 · outbound

This paper cites an unresolved cited work.

A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions Unresolved cited work

Reference 76

Resolution
unresolved
raw_fallback, observed 2026-05-23T05:05:25.180330Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-23T04:59:36.994758Z digest=sha256:b6e109ece9408a9ee65f8cdbfaad17789160462c5940b6493685e8c1a246b7de

Observation 5024f363-7730-4526-938a-23ad2d41d71c · outbound

This paper cites Benchmarking Mobile Device Control Agents across Diverse Configurations.

A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions Benchmarking Mobile Device Control Agents across Diverse Configurations

Reference 77

Resolution
verified exact
arxiv_id, observed 2026-05-23T05:02:35.369132Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-23T04:59:36.994758Z digest=sha256:874e3db63f04aea926a88d0803bc881c60ce5eb5f86ae2ec44d47ac33260679e

Observation d4e253b6-0b97-4847-a35e-94a9efb9685e · outbound

This paper cites an unresolved cited work.

A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions Unresolved cited work

Reference 78

Resolution
unresolved
raw_fallback, observed 2026-05-23T05:05:25.118160Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-23T04:59:36.994758Z digest=sha256:cac67e60707da5ace2d2430ddabbf9691bb0ce848c40e38c59e549189228fe09

Observation e661ef7c-a9ed-4a2f-a625-f9a73e459b01 · outbound

This paper cites Explore, Select, Derive, and Recall: Augmenting LLM with Human-like Memory for Mobile Task Automation.

A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions Explore, Select, Derive, and Recall: Augmenting LLM with Human-like Memory for Mobile Task Automation

Reference 79

Resolution
verified exact
arxiv_id, observed 2026-05-23T05:02:34.937757Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-23T04:59:36.994758Z digest=sha256:226ef70930b16ddd99834eab4f43890b134e8b5d0afe35520f7e3618b6645639

Observation 6e847da8-0b6b-4455-9b63-8557152349b5 · outbound

This paper cites an unresolved cited work.

A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions Unresolved cited work

Reference 80

Resolution
unresolved
raw_fallback, observed 2026-05-23T05:05:25.268004Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-23T04:59:36.994758Z digest=sha256:a06449642af1a39aa7730130fa2670ffb15677784d36fb3be25a62b4211e8b45

Observation 25602123-03fc-40d1-a3fe-ece1d6223e1c · outbound

This paper cites A zero-shot language agent for computer control with structured reflection , url =.

A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions A zero-shot language agent for computer control with structured reflection , url =

Reference 81

Resolution
verified exact
doi, observed 2026-05-23T05:02:35.315526Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-23T04:59:36.994758Z digest=sha256:11533151e4fecd79fe309310c091964804500c2c6b6d05887c6cfd284d323a0c

Observation 86e4e5a3-3b61-4305-82d9-0ae87430b9d8 · outbound

This paper cites an unresolved cited work.

A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions Unresolved cited work

Reference 82

Resolution
unresolved
raw_fallback, observed 2026-05-23T05:05:25.243329Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-23T04:59:36.994758Z digest=sha256:20d42ab1aca6eabfea90e616350e542edf40b8674359eb9bb5a58e7215979602

Observation d1077d53-9650-43a5-9883-b8455d37e147 · outbound

This paper cites Julian’s, Malta, 231–251.

A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions Julian’s, Malta, 231–251

Reference 83

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T05:05:25.134866Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-23T04:59:36.994758Z digest=sha256:64332a534fcd20ce3731ee3633000918c06d1219a56358081a4a71a3bae499ae

Observation 5839e940-a755-461a-8d18-c4fa5e6f3bce · outbound

This paper cites an unresolved cited work.

A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions Unresolved cited work

Reference 84

Resolution
verified exact
arxiv_id, observed 2026-05-23T05:02:35.432685Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-23T04:59:36.994758Z digest=sha256:16db6d9163dda21eeddf8bee55fd4d9ad68ab7601989b939166726308b198365

Observation 1b135e6d-29ad-495e-b690-e153e977cc72 · outbound

This paper cites an unresolved cited work.

A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions Unresolved cited work

Reference 85

Resolution
malformed identifier
raw_fallback, observed 2026-05-23T05:05:25.123848Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-23T04:59:36.994758Z digest=sha256:637987531a3bb5c804ff3567b4725382a801678fcc289f5f3fe970f05bc9697e

Observation ca841e38-d50f-4edd-b3d4-e9e4822bef9d · outbound

This paper cites Learning UI Navigation through Demonstrations composed of Macro Actions.

A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions Learning UI Navigation through Demonstrations composed of Macro Actions

Reference 86

Resolution
verified exact
arxiv_id, observed 2026-05-23T05:02:35.512913Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-23T04:59:36.994758Z digest=sha256:2ade23205a6c7e62a1130c255a515031a112804bdc7443a86d4d607030270981

Observation c9c8c5de-3cba-4cda-a567-dd755854beed · outbound

This paper cites On the Effects of Data Scale on UI Control Agents.

A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions On the Effects of Data Scale on UI Control Agents

Reference 87

Resolution
verified exact
arxiv_id, observed 2026-05-23T05:02:35.010888Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-23T04:59:36.994758Z digest=sha256:d05b5c07622f7c7d4f6f1982f2f6dcc8091ecaa6e1fff4cfa0daaa4f5134b457

Observation bfe80c0e-c5d1-4100-bbaf-b7492a7ae2cf · outbound

This paper cites an unresolved cited work.

A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions Unresolved cited work

Reference 88

Resolution
verified exact
arxiv_id, observed 2026-05-23T05:02:35.531739Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-23T04:59:36.994758Z digest=sha256:b6f3017d15d71080373fd6a1c1a0573c0ed9b0b5670a3bb034fb0ee78809ab06

Observation 26c6d011-3d7d-4e0b-8a10-49ec7a841e5a · outbound

This paper cites an unresolved cited work.

A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions Unresolved cited work

Reference 89

Resolution
verified exact
doi, observed 2026-05-23T05:02:35.187105Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-23T04:59:36.994758Z digest=sha256:b16e16d32a46c55cafd54c67a9b00bfc1bd7828d6f94dc2543a0ddf42004df9e

Observation 75f98641-64d5-4c04-ba1c-8f983433b787 · outbound

This paper cites Mapping natural language instructions to mobile UI action sequences.

A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions Mapping natural language instructions to mobile UI action sequences

Reference 90

Resolution
verified exact
doi, observed 2026-05-23T05:02:35.358422Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-23T04:59:36.994758Z digest=sha256:835dc1f97aa10edad920e03643c0ee9994210a1e86a1cc72804d30b3fabfaa7e

Observation 5b45cce8-d17f-4733-be60-839a026f2d21 · outbound

This paper cites Glider: A reinforcement learning approach to extract ui scripts from websites.

A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions Glider: A reinforcement learning approach to extract ui scripts from websites

Reference 91

Resolution
metadata mismatch
arxiv_id, observed 2026-05-23T05:02:35.549122Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-23T04:59:36.994758Z digest=sha256:5cfe659e7302a16ae3bce6a4eaddbbc5343eadd0e85ccf1245165c0182bda186

Observation e2c78715-8153-4c90-8104-c25d46c8af76 · outbound

This paper cites Appagent v2: Advanced agent for flexible mobile interactions.

A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions Appagent v2: Advanced agent for flexible mobile interactions

Reference 92

Resolution
verified exact
arxiv_id, observed 2026-05-23T05:02:35.048676Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-23T04:59:36.994758Z digest=sha256:db23804c41af83fe60809c335ea91ed0b2a908bbaa4077ed9446c4cdf3d61808

Observation a83819ab-9dfa-4e51-b243-ff989cf327b5 · outbound

This paper cites an unresolved cited work.

A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions Unresolved cited work

Reference 93

Resolution
unresolved
raw_fallback, observed 2026-05-23T05:05:25.145585Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-23T04:59:36.994758Z digest=sha256:4a9891ce6832323b8b5a00722990013dba47f63fdc9e5785ed6cf44a8e6cd545

Observation 0dd4c4c7-263a-4a8c-a02b-e62fdfe07cdb · outbound

This paper cites Intelligent Computing , publisher =.

A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions Intelligent Computing , publisher =

Reference 94

Resolution
verified exact
doi, observed 2026-05-23T05:02:35.218882Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-23T04:59:36.994758Z digest=sha256:83a8cbdb192ca2aff08bcf6d352c6bafa506a233451bafa0bb755b740e947b11

Observation 23aef858-7403-46cb-9027-a4b546f81667 · outbound

This paper cites A., Afaq, M., Diaz Rivera, J.

A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions A., Afaq, M., Diaz Rivera, J

Reference 95

Resolution
metadata mismatch
arxiv_id, observed 2026-05-23T05:02:34.994157Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-23T04:59:36.994758Z digest=sha256:81c3136293f2ff9b57afa7f780bc898a442651b46fddf5f18d1cbac2ae594e6c

Observation defe1984-d658-454e-b8be-7f1b7872537c · outbound

This paper cites an unresolved cited work.

A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions Unresolved cited work

Reference 96

Resolution
unresolved
raw_fallback, observed 2026-05-23T05:05:25.176891Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-23T04:59:36.994758Z digest=sha256:54896de0c87e28e7b5a79505ae99534dfdfa497c5cf1c84dec952e39cb9555f7

Observation baa0cbb8-ab8a-4928-9b07-4f8f16043630 · outbound

This paper cites Chain of Hindsight Aligns Language Models with Feedback.

A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions Chain of Hindsight Aligns Language Models with Feedback

Reference 97

Resolution
verified exact
arxiv_id, observed 2026-05-23T05:02:35.944176Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-23T04:59:36.994758Z digest=sha256:c7419376ee341e3ff1b86b305bc64a5d8d4a96c0c4553f9bf6592efeace20f6d

Observation 9f5222fa-abe9-44aa-bff8-25a96a573110 · outbound

This paper cites AgentBench: Evaluating LLMs as Agents.

A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions AgentBench: Evaluating LLMs as Agents

Reference 98

Resolution
metadata mismatch
local_arxiv, observed 2026-05-23T05:02:35.400269Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-23T04:59:36.994758Z digest=sha256:886e00b1e2dad812871757b20d2ebac33ec651cf3169a1e6d9bab76b37381b3c

Observation c858a318-725d-4b1c-b7a1-58907a4bcbc2 · outbound

This paper cites an unresolved cited work.

A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions Unresolved cited work

Reference 99

Resolution
unresolved
raw_fallback, observed 2026-05-23T05:05:25.288309Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-23T04:59:36.994758Z digest=sha256:f0d729f9102e5476ce8bb9dd8ab3623e01e105fdb00c183a9717e4291e72baba

Observation 8519ed17-678c-451e-ab71-b8bcf42948b7 · outbound

This paper cites an unresolved cited work.

A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions Unresolved cited work

Reference 100

Resolution
verified exact
doi, observed 2026-05-23T05:02:35.271340Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-23T04:59:36.994758Z digest=sha256:94677f757ce2d91a2771fd3a4e3becbdfcdbf8649fd8eae55d0cc8fb6258a4d1

Pith citing papers

Observation 5ef7903c-1674-4ae1-beee-254b28e8972d · inbound

Large Language Model-Brained GUI Agents: A Survey cites this paper.

Large Language Model-Brained GUI Agents: A Survey A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions

Reference 72

Resolution
verified exact
local_arxiv, observed 2026-05-19T11:08:27.611180Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-19T11:08:27.472508Z digest=sha256:6db6b6c26fb0156bdc832b2cef28cdca755dce3571acf20571ed361ead41752a

Observation 4171388c-c1c5-48e2-957c-c9c3722a66b7 · inbound

InfantAgent-Next: A Multimodal Generalist Agent for Automated Computer Interaction cites this paper.

InfantAgent-Next: A Multimodal Generalist Agent for Automated Computer Interaction A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions

Reference 41

Resolution
verified exact
local_arxiv, observed 2026-05-22T15:21:44.976239Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-22T15:18:15.475294Z digest=sha256:7eb4e4f64c2eaed46501f90fdc7ea28c40f002241dcb7f0662032053ee2ecea1

Observation 43924d15-bd65-4640-85e1-d15346248ae5 · inbound

How Far Are We from Generating Missing Modalities with Foundation Models? cites this paper.

How Far Are We from Generating Missing Modalities with Foundation Models? A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions

Reference 44

Resolution
verified exact
local_arxiv, observed 2026-05-25T08:15:33.561913Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-25T08:15:12.947854Z digest=sha256:adf5f22dad0ea1d4199a04718aceb73b2e37d4dacd4903964213ba7ae48746b6

Observation 7005be3b-79f1-4b62-b745-22ed95b08a9e · inbound

WebMall -- A Multi-Shop Benchmark for Evaluating Web Agents cites this paper.

WebMall -- A Multi-Shop Benchmark for Evaluating Web Agents A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions

Reference 14

Resolution
metadata mismatch
local_arxiv, observed 2026-05-18T22:31:52.830029Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-18T22:31:19.752228Z digest=sha256:ef4e48919b49f2d64cbe9611404dcca6b2a7419cdde24a91dc7d8a095fe2f903

Observation c497afbb-13c6-4cab-b919-a93384c2419b · inbound

VeriOS: Query-Driven Proactive Human-Agent-GUI Interaction for Trustworthy OS Agents cites this paper.

VeriOS: Query-Driven Proactive Human-Agent-GUI Interaction for Trustworthy OS Agents A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions

Reference 39

Resolution
verified exact
local_arxiv, observed 2026-05-18T18:06:42.777688Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-18T18:06:12.349285Z digest=sha256:d5f6cf2fb24bdc276bdc9bf4acb70047ad181584249738c812b55c9ca905ca15

Observation 949c5578-7b47-49e0-a76e-efd92e5c0254 · inbound

From Task to Tutorial: An Automated GUI Framework for Excel Tutorial Document and Video Creation cites this paper.

From Task to Tutorial: An Automated GUI Framework for Excel Tutorial Document and Video Creation A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions

Reference 16

Resolution
verified exact
local_arxiv, observed 2026-05-18T13:41:25.495436Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-18T13:40:20.529176Z digest=sha256:7e9a9be6f28653e99c192bbb202d74d8b9c4d7e2ca9e414a304f0ef1a9e4ae1d

Observation dd6d7577-f47b-4e12-83ac-e945709e7abd · inbound

Quantifying Trust: Financial Risk Management for Trustworthy AI Agents cites this paper.

Quantifying Trust: Financial Risk Management for Trustworthy AI Agents A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions

Reference 35

Resolution
verified exact
orphan_title_repair, observed 2026-05-13T17:16:32.547996Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-13T17:16:17.464937Z digest=sha256:ab88db82286136e2e01aa1baf9bd81210ac99cb16a19f1f2f65c6bb0af9b3181

Observation 2b860bc8-8c81-43c2-bbac-446c97b64213 · inbound

Neural Computers cites this paper.

Neural Computers A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions

Reference 30

Resolution
metadata mismatch
local_arxiv, observed 2026-05-10T22:20:46.972003Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-10T20:01:09.594072Z digest=sha256:e379dc6c269448666a88aab36c81f57a8c01829e1494c9933877aad2b340f290

Observation 7d97b10a-73e5-4ebd-a2c4-7807b917f884 · inbound

GUI Agents with Reinforcement Learning: Toward Digital Inhabitants cites this paper.

GUI Agents with Reinforcement Learning: Toward Digital Inhabitants A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions

Reference 58

Resolution
verified exact
local_arxiv, observed 2026-05-12T10:31:29.700418Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-07T05:48:00.486572Z digest=sha256:958261d3cbe99668a4378565f66e9a833ef2eae44c744a8eb6d0c8c1d52af2a3

Observation 1092337e-5423-4ba0-9762-0ae875bbcaeb · inbound

ReVision: Scaling Computer-Use Agents via Temporal Visual Redundancy Reduction cites this paper.

ReVision: Scaling Computer-Use Agents via Temporal Visual Redundancy Reduction A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions

Reference 29

Resolution
metadata mismatch
local_arxiv, observed 2026-05-13T02:17:06.934102Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=arxiv_source observed=2026-05-13T02:12:42.449883Z digest=sha256:aaa82b718d5fdd8fc603049d0483596d9e006cae42cb26040d4f68328383bfee

Observation 3dfe2de7-8f79-411e-9745-6ff14bc7c927 · inbound

ReVision: Scaling Computer-Use Agents via Temporal Visual Redundancy Reduction cites this paper.

ReVision: Scaling Computer-Use Agents via Temporal Visual Redundancy Reduction A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions

Reference 29

Resolution
metadata mismatch
local_arxiv, observed 2026-05-14T20:57:59.179814Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=arxiv_source observed=2026-05-14T20:56:56.216287Z digest=sha256:57ca642a2249198d0e6f0df272b22ff0bd382f63471fc601743cc9a31165b763

Observation fc86edee-4fcd-4e49-8459-8f0921f27110 · inbound

ScaleWoB: Guiding GUI Agents with Coding Agents via Large-Scale Environmental Synthesis cites this paper.

ScaleWoB: Guiding GUI Agents with Coding Agents via Large-Scale Environmental Synthesis A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions

Reference 47

Resolution
metadata mismatch
local_arxiv, observed 2026-06-30T11:04:37.794384Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-06-30T10:57:59.013811Z digest=sha256:91b1f80eff7500974ef102dfbda859059bb2e06a7d06af771f86e4ecbf74b6e4

Observation a3f526ae-1a9f-4aee-bdf0-a759b59aa676 · inbound

AgentBeats: Agentifying Agent Assessment for Openness, Standardization, and Reproducibility cites this paper.

AgentBeats: Agentifying Agent Assessment for Openness, Standardization, and Reproducibility A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions

Reference 43

Resolution
verified exact
local_arxiv, observed 2026-07-03T15:08:33.100921Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-06-27T06:41:41.799596Z digest=sha256:a8fd3edeeaeda2c6ec7d3bf920ba9ec96803de59cd310894c08f44101cc2cd35

Observation d3b91920-b156-43c0-9a81-7893792db2d7 · inbound

A Technical Taxonomy of LLM Agent Communication Protocols cites this paper.

A Technical Taxonomy of LLM Agent Communication Protocols A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions

Reference 71

Resolution
metadata mismatch
local_arxiv, observed 2026-07-04T03:09:28.712449Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-06-26T18:34:15.845033Z digest=sha256:341d38caf82a15a2d290fc57a2ee9721c12d2ec0b3992bfc42ef1572bff49153

Observation bb94e806-c07c-4295-92c2-f09d762e4227 · inbound

Scaling LLM-Driven Multi-Agent Systems: Design Principles and Architectural Scalability Analysis cites this paper.

Scaling LLM-Driven Multi-Agent Systems: Design Principles and Architectural Scalability Analysis A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions

Reference 46

Resolution
unresolved
no resolver link, observed 2026-07-31T22:43:12.197432Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T22:43:12.197432Z digest=sha256:778a9d88ce12786ab52cf1c09b54906b62327049a652f3d14b404b9c2a07fccf