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Paper Citation Record · LEDGER

WebCQ: Cooperative Multi-Agent Deep Reinforcement Learning for Scalable Web GUI Testing

As of 19 August 2026, this Paper Citation Record lists 54 of 54 outbound references and 0 inbound Pith citation observations for arXiv:2606.22502.

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

pith.paper-citation-record.v1
2606.22502 v1

Coverage vector

measured 54 of 54 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-26T09:54:19.822312Z

measured 54 of 54 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

54 of 54 outbound references displayed

  • verified exact3
  • verified fuzzy0
  • unresolved49
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 90c345d4-2309-478a-9e53-4a2863973af8 · outbound

This paper cites Release glove-wiki-gigaword-300·piskvorky/gensim-data.

WebCQ: Cooperative Multi-Agent Deep Reinforcement Learning for Scalable Web GUI Testing Release glove-wiki-gigaword-300·piskvorky/gensim-data

Reference 1

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T09:54:19.822312Z digest=sha256:09a8d1ea876c0e0fb649efccb407c70bb7e4320f0c5a550e4cfc4112d96d3701

Observation 43654323-f2f7-47a7-814f-3a126084aa07 · outbound

This paper cites Top Websites in the World - Most Visited & Popular Rankings - Semrush — semrush.com.

WebCQ: Cooperative Multi-Agent Deep Reinforcement Learning for Scalable Web GUI Testing Top Websites in the World - Most Visited & Popular Rankings - Semrush — semrush.com

Reference 2

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no resolver link, observed 2026-06-26T09:54:19.822312Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T09:54:19.822312Z digest=sha256:8e6880ce342d408a5f0e561376dfd3a0ec2e2ac9d504b0e667fe1aaf80fbb25c

Observation ae4bf6a4-f9fc-44d8-aa60-0fcb1c015058 · outbound

This paper cites W3Schools.com — w3schools.com.

WebCQ: Cooperative Multi-Agent Deep Reinforcement Learning for Scalable Web GUI Testing W3Schools.com — w3schools.com

Reference 3

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no resolver link, observed 2026-06-26T09:54:19.822312Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T09:54:19.822312Z digest=sha256:e7d56ce90cd813a80ae7ab33b398180a3697d400d4fdbef5a17616f1610cac22

Observation dc8acf0a-6156-4241-b90c-6eb446a412f7 · outbound

This paper cites an unresolved cited work.

WebCQ: Cooperative Multi-Agent Deep Reinforcement Learning for Scalable Web GUI Testing Unresolved cited work

Reference 4

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source=pdf_text observed=2026-06-26T09:54:19.822312Z digest=sha256:bcd93b33b2bd9a25a6de898d30f78374897067456dca2dff7c671055aa0ba6d1

Observation 4eb0d8a5-4e64-42aa-8682-8fc4446b413f · outbound

This paper cites an unresolved cited work.

WebCQ: Cooperative Multi-Agent Deep Reinforcement Learning for Scalable Web GUI Testing Unresolved cited work

Reference 5

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source=pdf_text observed=2026-06-26T09:54:19.822312Z digest=sha256:0e89c0c6c1fb97b5b6829072e2df8cffae52d4aff55bbb3ae1fa841bd3113e82

Observation 71a245eb-243d-438b-acf4-be36d9876dab · outbound

This paper cites an unresolved cited work.

WebCQ: Cooperative Multi-Agent Deep Reinforcement Learning for Scalable Web GUI Testing Unresolved cited work

Reference 6

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T09:54:19.822312Z digest=sha256:7f95490714822ea1d5cbe85b9acf578d54b8a89d0ffd02ddc91bfc954c2a880a

Observation efc1f8f5-8bcb-43b7-a3b6-9fdb5d10bb2e · outbound

This paper cites an unresolved cited work.

WebCQ: Cooperative Multi-Agent Deep Reinforcement Learning for Scalable Web GUI Testing Unresolved cited work

Reference 7

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T09:54:19.822312Z digest=sha256:578ca137b1283b54ecec3c694626b4fe6370e206a3383f9f5b6ae47f3817f6ad

Observation dc842f8a-d104-44ad-ba3a-c5acb88a367f · outbound

This paper cites an unresolved cited work.

WebCQ: Cooperative Multi-Agent Deep Reinforcement Learning for Scalable Web GUI Testing Unresolved cited work

Reference 8

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no resolver link, observed 2026-06-26T09:54:19.822312Z

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source=pdf_text observed=2026-06-26T09:54:19.822312Z digest=sha256:c52fdd7bc53219dd17c3f32ae24c800f37cacff91e61108eec3010fa6cc4cc6a

Observation ab83f2a5-fde7-4e29-a591-abc50ecbe547 · outbound

This paper cites an unresolved cited work.

WebCQ: Cooperative Multi-Agent Deep Reinforcement Learning for Scalable Web GUI Testing Unresolved cited work

Reference 9

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source=pdf_text observed=2026-06-26T09:54:19.822312Z digest=sha256:098bfe02d872ac030eb6f3b1972b1fdcd2742bc684fa38a94e07348a5994b312

Observation 5d243fd6-d1a3-4515-908a-d1209781a720 · outbound

This paper cites an unresolved cited work.

WebCQ: Cooperative Multi-Agent Deep Reinforcement Learning for Scalable Web GUI Testing Unresolved cited work

Reference 10

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source=pdf_text observed=2026-06-26T09:54:19.822312Z digest=sha256:01b2804bbeee79d9d8260894bf18724bb4cb74c8d297002ac5583f05c8744613

Observation 285fc556-c222-47c4-b52d-c473fbfc62e1 · outbound

This paper cites an unresolved cited work.

WebCQ: Cooperative Multi-Agent Deep Reinforcement Learning for Scalable Web GUI Testing Unresolved cited work

Reference 11

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source=pdf_text observed=2026-06-26T09:54:19.822312Z digest=sha256:4d8bc7f65665becaf8df2fd3ed503b8894176a31a75c6c017d39d5114b51253c

Observation 1ef2d9ad-7dea-4d3d-ba97-0b139cd3cb6b · outbound

This paper cites an unresolved cited work.

WebCQ: Cooperative Multi-Agent Deep Reinforcement Learning for Scalable Web GUI Testing Unresolved cited work

Reference 12

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source=pdf_text observed=2026-06-26T09:54:19.822312Z digest=sha256:b422f9643e8ed5b3ef702827f2966bef5e5c25ea08f1cb0f59cc01bb89034360

Observation 134d7565-a7e8-4249-bb04-21d9fdf9d11c · outbound

This paper cites an unresolved cited work.

WebCQ: Cooperative Multi-Agent Deep Reinforcement Learning for Scalable Web GUI Testing Unresolved cited work

Reference 13

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malformed identifier
arxiv_id, observed 2026-07-04T09:29:44.154607Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-06-26T09:54:19.822312Z digest=sha256:8aeccc2853179bff0819604fa179fda39c13044755b29355211287a29237bd7b

Observation 3e190793-5b63-47b1-97ad-d224ee6cae95 · outbound

This paper cites an unresolved cited work.

WebCQ: Cooperative Multi-Agent Deep Reinforcement Learning for Scalable Web GUI Testing Unresolved cited work

Reference 14

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source=pdf_text observed=2026-06-26T09:54:19.822312Z digest=sha256:4ef0068632d7b624fc7e47ebcd64a29775197139e5ec7d3acc0463a6e5a29ee9

Observation 221a3abb-402e-4f53-9ffc-58753cca7920 · outbound

This paper cites an unresolved cited work.

WebCQ: Cooperative Multi-Agent Deep Reinforcement Learning for Scalable Web GUI Testing Unresolved cited work

Reference 15

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source=pdf_text observed=2026-06-26T09:54:19.822312Z digest=sha256:a7175579526abea70919d045b37fe9af40cbab1601991b1a122082233d2e9366

Observation 02ccd91a-9216-4fb0-bdf6-b59c988281f8 · outbound

This paper cites an unresolved cited work.

WebCQ: Cooperative Multi-Agent Deep Reinforcement Learning for Scalable Web GUI Testing Unresolved cited work

Reference 16

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source=pdf_text observed=2026-06-26T09:54:19.822312Z digest=sha256:8d41ded2b53e69cc9ed6cdb21f0f242ca855d9002f510b654c3fa38154cf1e43

Observation a9055909-050f-4c2d-833b-b8f0ae6fc6c2 · outbound

This paper cites an unresolved cited work.

WebCQ: Cooperative Multi-Agent Deep Reinforcement Learning for Scalable Web GUI Testing Unresolved cited work

Reference 17

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T09:54:19.822312Z digest=sha256:6cb685a0d949342ea931d9f1481eafaf0f392f9e1b0e1ab54b0adaf023ac1cc7

Observation 6ca397fb-51c0-421a-bd42-d281ba317d63 · outbound

This paper cites an unresolved cited work.

WebCQ: Cooperative Multi-Agent Deep Reinforcement Learning for Scalable Web GUI Testing Unresolved cited work

Reference 18

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T09:54:19.822312Z digest=sha256:579319f0a8a2d1aca8c36e1c478170bebc9cb99a139824f723fb09db249f2773

Observation e28def5a-c599-4cf3-9b83-a4089bf94958 · outbound

This paper cites an unresolved cited work.

WebCQ: Cooperative Multi-Agent Deep Reinforcement Learning for Scalable Web GUI Testing Unresolved cited work

Reference 19

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source=pdf_text observed=2026-06-26T09:54:19.822312Z digest=sha256:680befddcb04359fc0e442f6f996f4ece584b2135a434e18f7740607eb43baba

Observation c765e8ab-c956-41ca-8a09-3da6f53821be · outbound

This paper cites an unresolved cited work.

WebCQ: Cooperative Multi-Agent Deep Reinforcement Learning for Scalable Web GUI Testing Unresolved cited work

Reference 20

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source=pdf_text observed=2026-06-26T09:54:19.822312Z digest=sha256:6a7b5a794ccba223e14f16741847c0e27d236c4a3799baadaf91e214655c23ba

Observation 00e20ff1-1daa-4c14-bedf-2ebb2c6449ef · outbound

This paper cites an unresolved cited work.

WebCQ: Cooperative Multi-Agent Deep Reinforcement Learning for Scalable Web GUI Testing Unresolved cited work

Reference 21

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source=pdf_text observed=2026-06-26T09:54:19.822312Z digest=sha256:07358791ba9bfe3b3635f4e8c9c5fa498cd164c5a97d1b2a07ba72451b58b689

Observation a6aa37d9-a984-4009-8674-9d905788bc02 · outbound

This paper cites Weinberger.

WebCQ: Cooperative Multi-Agent Deep Reinforcement Learning for Scalable Web GUI Testing Weinberger

Reference 22

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source=pdf_text observed=2026-06-26T09:54:19.822312Z digest=sha256:eb421527a2cb6897c9f7171d82e012cf0817fa2786bcb3289f5e691642428fb1

Observation c508b567-02d3-4ec9-84ef-f52ff7756755 · outbound

This paper cites Densely Connected Convolutional Networks.

WebCQ: Cooperative Multi-Agent Deep Reinforcement Learning for Scalable Web GUI Testing Densely Connected Convolutional Networks

Reference 23

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metadata mismatch
local_arxiv, observed 2026-07-04T09:29:44.143860Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-06-26T09:54:19.822312Z digest=sha256:d5fb36db8869a7e75f8b7b0922868d32072f4844df7a7ec3693cf280f3a95cc3

Observation c3047501-cfaa-45f7-acaa-4df4d4205df0 · outbound

This paper cites an unresolved cited work.

WebCQ: Cooperative Multi-Agent Deep Reinforcement Learning for Scalable Web GUI Testing Unresolved cited work

Reference 24

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T09:54:19.822312Z digest=sha256:d90bda3c8517d0d30ef1a1e3efbdd652f8a482dc339ee56ba229f0411fc1aabd

Observation afe27c6f-2f67-4410-b027-afa65e0c6b4d · outbound

This paper cites an unresolved cited work.

WebCQ: Cooperative Multi-Agent Deep Reinforcement Learning for Scalable Web GUI Testing Unresolved cited work

Reference 25

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source=pdf_text observed=2026-06-26T09:54:19.822312Z digest=sha256:2e670adb6cf38882d2962b50a3c0369633facdb3ab0a0d6dff8f9980827ce76a

Observation 24de9362-f569-4021-a0aa-7edc53949c75 · outbound

This paper cites an unresolved cited work.

WebCQ: Cooperative Multi-Agent Deep Reinforcement Learning for Scalable Web GUI Testing Unresolved cited work

Reference 26

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T09:54:19.822312Z digest=sha256:938b5600bcee8a2b04d72fc1a7d625f28c8a296f833f4973778f11ba09def6da

Observation 5a8260a3-9304-440e-bb47-65a7591eadae · outbound

This paper cites an unresolved cited work.

WebCQ: Cooperative Multi-Agent Deep Reinforcement Learning for Scalable Web GUI Testing Unresolved cited work

Reference 27

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T09:54:19.822312Z digest=sha256:c243f3d653dd17b7e62a45558228485a091601e8c397ac52f374fe9770d693ab

Observation 9e1f44c4-3c50-4921-a719-2e4fdce663bd · outbound

This paper cites an unresolved cited work.

WebCQ: Cooperative Multi-Agent Deep Reinforcement Learning for Scalable Web GUI Testing Unresolved cited work

Reference 28

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T09:54:19.822312Z digest=sha256:5cd49843d5700a6ccaa96036f7d70bddf6a332edcb9f54092959ec72d1473015

Observation 26eae27b-d978-4be0-b4a1-dcb8020e0de1 · outbound

This paper cites an unresolved cited work.

WebCQ: Cooperative Multi-Agent Deep Reinforcement Learning for Scalable Web GUI Testing Unresolved cited work

Reference 29

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T09:54:19.822312Z digest=sha256:d70d7c29d68a02de2b33122e4a4462d8765b83c7cde93df79494ddaf772f5413

Observation aa006dce-2171-4cfa-945f-340828d5425c · outbound

This paper cites an unresolved cited work.

WebCQ: Cooperative Multi-Agent Deep Reinforcement Learning for Scalable Web GUI Testing Unresolved cited work

Reference 30

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T09:54:19.822312Z digest=sha256:7c603f3b76ad7bc273d1fb62a09fbef620fa2f645cdc0e7c52afd7498a07b36f

Observation c4b7dff3-5c53-4cf1-83a7-dd6dd450103c · outbound

This paper cites an unresolved cited work.

WebCQ: Cooperative Multi-Agent Deep Reinforcement Learning for Scalable Web GUI Testing Unresolved cited work

Reference 31

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source=pdf_text observed=2026-06-26T09:54:19.822312Z digest=sha256:f7ea98b728cad57cd28dc314dbd2b7f994d7a736968f2203d8fd5c8400e66f9f

Observation a0441475-4d71-4f7d-b91b-f7a2a0ab7e8f · outbound

This paper cites an unresolved cited work.

WebCQ: Cooperative Multi-Agent Deep Reinforcement Learning for Scalable Web GUI Testing Unresolved cited work

Reference 32

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T09:54:19.822312Z digest=sha256:6c5feccf2c8d7db245f57a7c50d2b7136be0b2369ef3718f8ac968ede12f0b54

Observation 312b5656-e8cf-4926-8803-ac24f38d7f05 · outbound

This paper cites 2020.Grokking deep reinforcement learning.

WebCQ: Cooperative Multi-Agent Deep Reinforcement Learning for Scalable Web GUI Testing 2020.Grokking deep reinforcement learning

Reference 33

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source=pdf_text observed=2026-06-26T09:54:19.822312Z digest=sha256:714e7b2c3af54c6d1d6a7da2aee3170c4fec85a60a42b0f0a4146268cbefad23

Observation a884f808-fc1e-4df4-8cc2-a56d1b3b8583 · outbound

This paper cites 2016.A concise introduction to decentralized POMDPs.

WebCQ: Cooperative Multi-Agent Deep Reinforcement Learning for Scalable Web GUI Testing 2016.A concise introduction to decentralized POMDPs

Reference 34

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source=pdf_text observed=2026-06-26T09:54:19.822312Z digest=sha256:c3a2feb0608214e6640f5efb4c01919e7b2ad403d4271746477ac506d3d3c9c6

Observation c2c1b125-94e9-439b-86eb-55e114abbef8 · outbound

This paper cites an unresolved cited work.

WebCQ: Cooperative Multi-Agent Deep Reinforcement Learning for Scalable Web GUI Testing Unresolved cited work

Reference 35

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T09:54:19.822312Z digest=sha256:1a236d55722c2fb32a56f1b522ac81100e7b74754fcfe5c7e9566a963c6b2dbf

Observation e127b307-6677-44ca-9ce5-574779c2d457 · outbound

This paper cites an unresolved cited work.

WebCQ: Cooperative Multi-Agent Deep Reinforcement Learning for Scalable Web GUI Testing Unresolved cited work

Reference 36

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T09:54:19.822312Z digest=sha256:6caf26d4c95d8cc8c3038906cddce114bf7221c631f42be04c723b298166a325

Observation b664d412-0743-4a8a-b824-22d704d34700 · outbound

This paper cites an unresolved cited work.

WebCQ: Cooperative Multi-Agent Deep Reinforcement Learning for Scalable Web GUI Testing Unresolved cited work

Reference 37

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T09:54:19.822312Z digest=sha256:db2167730eb843bb55912d8fd6eb41f5227332400bec1553e72bac818ccaea0e

Observation 29c84e16-7886-4102-b5b3-6d698d0371e6 · outbound

This paper cites an unresolved cited work.

WebCQ: Cooperative Multi-Agent Deep Reinforcement Learning for Scalable Web GUI Testing Unresolved cited work

Reference 38

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T09:54:19.822312Z digest=sha256:b604074db7bc4e8b6259090df44d68ca904d4099ea9dcbc1cb5b453334beb256

Observation 733df224-2ab2-4b38-88c3-d0d2625093a6 · outbound

This paper cites Prioritized Experience Replay.

WebCQ: Cooperative Multi-Agent Deep Reinforcement Learning for Scalable Web GUI Testing Prioritized Experience Replay

Reference 39

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verified exact
local_arxiv, observed 2026-07-04T09:29:44.146711Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-06-26T09:54:19.822312Z digest=sha256:daaf09a588461af4fde231a241c87e274e4abe25d678cb52c7c346dd3a411f85

Observation fbf927cb-5553-4a8f-85ac-aa22a4045a49 · outbound

This paper cites an unresolved cited work.

WebCQ: Cooperative Multi-Agent Deep Reinforcement Learning for Scalable Web GUI Testing Unresolved cited work

Reference 40

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no resolver link, observed 2026-06-26T09:54:19.822312Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T09:54:19.822312Z digest=sha256:a0e528e793965514b3e985ae6fc970ec17b075b2eb8ce014ae5d72570911b2ad

Observation 11528c2e-e248-4963-b239-1be6e36c0991 · outbound

This paper cites an unresolved cited work.

WebCQ: Cooperative Multi-Agent Deep Reinforcement Learning for Scalable Web GUI Testing Unresolved cited work

Reference 41

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no resolver link, observed 2026-06-26T09:54:19.822312Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T09:54:19.822312Z digest=sha256:2fd656b1d765302ddd5b2f6b47f79748c62475d9647449b8fb3f70f6bb7eb9a4

Observation 479c2723-aafa-4cb3-8d4d-3239a5a01fee · outbound

This paper cites an unresolved cited work.

WebCQ: Cooperative Multi-Agent Deep Reinforcement Learning for Scalable Web GUI Testing Unresolved cited work

Reference 42

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no resolver link, observed 2026-06-26T09:54:19.822312Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T09:54:19.822312Z digest=sha256:781dd284c8fc81028565eb9e45b3cbc42d1b042f804caa4c49b3281c4ff74f13

Observation 8fc3b084-9943-4ab5-a6ef-862454ba4e2c · outbound

This paper cites StarCraft II: A New Challenge for Reinforcement Learning.

WebCQ: Cooperative Multi-Agent Deep Reinforcement Learning for Scalable Web GUI Testing StarCraft II: A New Challenge for Reinforcement Learning

Reference 43

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verified exact
local_arxiv, observed 2026-07-04T09:29:44.151813Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-06-26T09:54:19.822312Z digest=sha256:1361452442d0619dc1f5319834d7d847e77edac0bb290f8d20861fef50461362

Observation 0644bdf2-3926-4416-bf5f-b3cac26ba47d · outbound

This paper cites an unresolved cited work.

WebCQ: Cooperative Multi-Agent Deep Reinforcement Learning for Scalable Web GUI Testing Unresolved cited work

Reference 44

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no resolver link, observed 2026-06-26T09:54:19.822312Z

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source=pdf_text observed=2026-06-26T09:54:19.822312Z digest=sha256:1bf853d3621a95bc76ea492ae0f8a4bbc15d38033e5afb5e537c52b9425e0b80

Observation ebcf9469-3ac3-4c6e-aa06-9e02af13698a · outbound

This paper cites an unresolved cited work.

WebCQ: Cooperative Multi-Agent Deep Reinforcement Learning for Scalable Web GUI Testing Unresolved cited work

Reference 45

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no resolver link, observed 2026-06-26T09:54:19.822312Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T09:54:19.822312Z digest=sha256:1097bf230dab04abd56ad1a99edec9cb864cd7491f6c4fe346229f337b8ddfa8

Observation 50df0a72-b1bc-46c6-8966-e6f80626b861 · outbound

This paper cites Game-Theoretic Multiagent Reinforcement Learning.

WebCQ: Cooperative Multi-Agent Deep Reinforcement Learning for Scalable Web GUI Testing Game-Theoretic Multiagent Reinforcement Learning

Reference 46

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verified exact
arxiv_id, observed 2026-07-04T09:29:44.154908Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-06-26T09:54:19.822312Z digest=sha256:f6086ba66fc616b5032708856eac6a50c8f5f223a9337f27da962e2844055332

Observation d35f5342-102b-4d37-9210-1a969d98232a · outbound

This paper cites an unresolved cited work.

WebCQ: Cooperative Multi-Agent Deep Reinforcement Learning for Scalable Web GUI Testing Unresolved cited work

Reference 47

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no resolver link, observed 2026-06-26T09:54:19.822312Z

Source-reported events for the cited work

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source=pdf_text observed=2026-06-26T09:54:19.822312Z digest=sha256:d3f3bfc9770631593d3557f5bc4f731e984d002a5b0711021cd48f213c2c4c4a

Observation 118e02fd-37a6-4dfd-8523-90b71d3839f1 · outbound

This paper cites an unresolved cited work.

WebCQ: Cooperative Multi-Agent Deep Reinforcement Learning for Scalable Web GUI Testing Unresolved cited work

Reference 48

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no resolver link, observed 2026-06-26T09:54:19.822312Z

Source-reported events for the cited work

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source=pdf_text observed=2026-06-26T09:54:19.822312Z digest=sha256:05fb8f5eff0e216870cdeb23c24a7fae8457de5a686a02fc924056181c45e628

Observation 012b162b-f1cb-4e7a-bcd0-81229abb69ca · outbound

This paper cites an unresolved cited work.

WebCQ: Cooperative Multi-Agent Deep Reinforcement Learning for Scalable Web GUI Testing Unresolved cited work

Reference 49

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unresolved
no resolver link, observed 2026-06-26T09:54:19.822312Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T09:54:19.822312Z digest=sha256:bd73c28a4bca4b43df1e6208d76d20f864ab690254a228133f4742b406322bb9

Observation 7e6c7489-eb15-4bce-bb43-ccd46786601d · outbound

This paper cites an unresolved cited work.

WebCQ: Cooperative Multi-Agent Deep Reinforcement Learning for Scalable Web GUI Testing Unresolved cited work

Reference 50

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unresolved
no resolver link, observed 2026-06-26T09:54:19.822312Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T09:54:19.822312Z digest=sha256:8e6024d8552e69a37ae258aad0ef5318084eabdcf2e3d0feb3babf81c4b0bc11

Observation f7fdcc79-ab32-4a97-849d-c83d43252e01 · outbound

This paper cites InProceedings of the 32nd ACM SIGSOFT International Symposium on Software Testing and Analysis.

WebCQ: Cooperative Multi-Agent Deep Reinforcement Learning for Scalable Web GUI Testing InProceedings of the 32nd ACM SIGSOFT International Symposium on Software Testing and Analysis

Reference 51

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no resolver link, observed 2026-06-26T09:54:19.822312Z

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source=pdf_text observed=2026-06-26T09:54:19.822312Z digest=sha256:8681c2ddd87baa1dddbde8d1f0317593abad2aff915d9a345f79b95616c07940

Observation 8fdf3126-f3d9-443b-9fe6-e46e89354e88 · outbound

This paper cites an unresolved cited work.

WebCQ: Cooperative Multi-Agent Deep Reinforcement Learning for Scalable Web GUI Testing Unresolved cited work

Reference 52

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no resolver link, observed 2026-06-26T09:54:19.822312Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T09:54:19.822312Z digest=sha256:f7760571c2a5e1994b206d4e670f55edc798e8490e7a77a8c79a2458465a8052

Observation 4e819987-b7a6-4aa5-8b39-feeb765ece9a · outbound

This paper cites an unresolved cited work.

WebCQ: Cooperative Multi-Agent Deep Reinforcement Learning for Scalable Web GUI Testing Unresolved cited work

Reference 53

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unresolved
no resolver link, observed 2026-06-26T09:54:19.822312Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T09:54:19.822312Z digest=sha256:239a2631d45b66cc757f34e19c458144dddb22510d01bcaec135ad85f9c90d29

Observation a0b6de96-e6e4-4233-b58e-d4ac8e621077 · outbound

This paper cites In 2021 IEEE/ACM 43rd International Conference on Software Engineering (ICSE).

WebCQ: Cooperative Multi-Agent Deep Reinforcement Learning for Scalable Web GUI Testing In 2021 IEEE/ACM 43rd International Conference on Software Engineering (ICSE)

Reference 54

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source=pdf_text observed=2026-06-26T09:54:19.822312Z digest=sha256:cd7907e5618685ccdf67a5931332ab3450341c7dcbf546a66907baff536397a0

Pith citing papers

No inbound Pith citation observations are available.