Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-16T06:00:44.196637Z
Paper Citation Record · LEDGER
Deep Reinforcement Learning for Automated Web GUI Testing
As of 17 August 2026, this Paper Citation Record lists 68 of 68 outbound references and 3 inbound Pith citation observations for arXiv:2504.19237.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-07T12:07:54.945249Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-01T16:55:51.266893Z
Reference resolution
68 of 68 outbound references displayed
- verified exact0
- verified fuzzy3
- unresolved65
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation eee53233-d2ef-49d1-9e1a-cc401bd4e63a · outbound
This paper cites an unresolved cited work.
Deep Reinforcement Learning for Automated Web GUI Testing Unresolved cited work
Reference 1
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T06:00:45.204923Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation f59d68b3-20dc-4b60-a6d7-c9683ac9e8c4 · outbound
This paper cites an unresolved cited work.
Deep Reinforcement Learning for Automated Web GUI Testing Unresolved cited work
Reference 2
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T06:00:45.192344Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 2c615c77-7b28-42c2-8a76-21e239319603 · outbound
This paper cites an unresolved cited work.
Deep Reinforcement Learning for Automated Web GUI Testing Unresolved cited work
Reference 3
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T06:00:45.178499Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 78411dbe-9697-48c9-8d86-d7ba1001d2bf · outbound
This paper cites an unresolved cited work.
Deep Reinforcement Learning for Automated Web GUI Testing Unresolved cited work
Reference 4
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T06:00:45.164702Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation e87c5a0b-0c2c-4a5c-9a76-0eeffc46e4ee · outbound
This paper cites an unresolved cited work.
Deep Reinforcement Learning for Automated Web GUI Testing Unresolved cited work
Reference 5
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T06:00:45.151099Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 86bd0a76-fe4a-43d7-a6ff-542c2a00f8e1 · outbound
This paper cites an unresolved cited work.
Deep Reinforcement Learning for Automated Web GUI Testing Unresolved cited work
Reference 6
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T06:00:45.137399Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation b447100a-4649-47e0-b3d6-9b7709243101 · outbound
This paper cites Never Give Up: Learning Directed Exploration Strategies.
Deep Reinforcement Learning for Automated Web GUI Testing Never Give Up: Learning Directed Exploration Strategies
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T06:00:43.940987Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 216ac208-43da-4b1a-b423-de551d2705e9 · outbound
This paper cites an unresolved cited work.
Deep Reinforcement Learning for Automated Web GUI Testing Unresolved cited work
Reference 8
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T06:00:45.123762Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation dc66d9dc-7245-486d-a501-e0a484e37cc2 · outbound
This paper cites an unresolved cited work.
Deep Reinforcement Learning for Automated Web GUI Testing Unresolved cited work
Reference 9
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T06:00:45.109683Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 5b6bbb95-731a-4d22-807b-0009c369e146 · outbound
This paper cites an unresolved cited work.
Deep Reinforcement Learning for Automated Web GUI Testing Unresolved cited work
Reference 10
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T06:00:45.095286Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 97519c3f-b2be-4517-8554-13c8e847721c · outbound
This paper cites OpenAI Gym.
Deep Reinforcement Learning for Automated Web GUI Testing OpenAI Gym
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T06:00:43.957458Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1982eefc-8f19-4531-976a-7e4dcbcea88d · outbound
This paper cites an unresolved cited work.
Deep Reinforcement Learning for Automated Web GUI Testing Unresolved cited work
Reference 12
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T06:00:45.081896Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation fa5b4043-6649-44fc-9871-68664d08af4e · outbound
This paper cites an unresolved cited work.
Deep Reinforcement Learning for Automated Web GUI Testing Unresolved cited work
Reference 13
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T06:00:45.067729Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 25abf303-8e36-491d-888c-0c67e0ecd9df · outbound
This paper cites an unresolved cited work.
Deep Reinforcement Learning for Automated Web GUI Testing Unresolved cited work
Reference 14
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T06:00:45.053660Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 7786758e-e07a-4b1a-a226-b58f411df91f · outbound
This paper cites an unresolved cited work.
Deep Reinforcement Learning for Automated Web GUI Testing Unresolved cited work
Reference 15
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T06:00:45.038869Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 62ad2361-259f-48a2-a94b-17fea9ddd884 · outbound
This paper cites an unresolved cited work.
Deep Reinforcement Learning for Automated Web GUI Testing Unresolved cited work
Reference 16
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T06:00:45.026048Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 1f0cbe5f-e3b1-4405-9581-b9aef59f6f10 · outbound
This paper cites an unresolved cited work.
Deep Reinforcement Learning for Automated Web GUI Testing Unresolved cited work
Reference 17
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T06:00:45.013334Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 1dee62d6-51ae-4438-b64d-3fed373058e6 · outbound
This paper cites an unresolved cited work.
Deep Reinforcement Learning for Automated Web GUI Testing Unresolved cited work
Reference 18
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T06:00:44.999957Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 749c3ac8-abb8-4dfd-8cac-15ac03ce2337 · outbound
This paper cites an unresolved cited work.
Deep Reinforcement Learning for Automated Web GUI Testing Unresolved cited work
Reference 19
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T06:00:44.985698Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 3350e680-8fed-4c83-b8ae-29143056b9db · outbound
This paper cites an unresolved cited work.
Deep Reinforcement Learning for Automated Web GUI Testing Unresolved cited work
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T06:00:43.992111Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0153708d-67c8-4187-8c73-32844aca8e22 · outbound
This paper cites an unresolved cited work.
Deep Reinforcement Learning for Automated Web GUI Testing Unresolved cited work
Reference 21
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T06:00:44.962969Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 856fdc09-231e-4199-a21b-4fdc8cf74ab6 · outbound
This paper cites an unresolved cited work.
Deep Reinforcement Learning for Automated Web GUI Testing Unresolved cited work
Reference 22
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T06:00:44.948783Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 8c710322-1063-43ae-a83a-dc4b97067ca8 · outbound
This paper cites an unresolved cited work.
Deep Reinforcement Learning for Automated Web GUI Testing Unresolved cited work
Reference 23
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T06:00:44.003800Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6d625848-214c-4384-b46d-9059dd1be35a · outbound
This paper cites an unresolved cited work.
Deep Reinforcement Learning for Automated Web GUI Testing Unresolved cited work
Reference 24
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T06:00:44.925334Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation de271b2c-cb1f-4fd6-9365-c53e41a9054a · outbound
This paper cites an unresolved cited work.
Deep Reinforcement Learning for Automated Web GUI Testing Unresolved cited work
Reference 25
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T06:00:44.911669Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 3fd68f7b-d11a-48f5-97e1-b5b116c586bd · outbound
This paper cites an unresolved cited work.
Deep Reinforcement Learning for Automated Web GUI Testing Unresolved cited work
Reference 26
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T06:00:44.897528Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation d142d06f-3d7b-4381-8b78-c9de5a276ae5 · outbound
This paper cites an unresolved cited work.
Deep Reinforcement Learning for Automated Web GUI Testing Unresolved cited work
Reference 27
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T06:00:44.882492Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 684af1f3-a1e5-42c5-bf6b-460c06189d2c · outbound
This paper cites an unresolved cited work.
Deep Reinforcement Learning for Automated Web GUI Testing Unresolved cited work
Reference 28
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T06:00:44.868462Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation f82f7a04-e21a-4821-b6a9-e8be54401ebc · outbound
This paper cites an unresolved cited work.
Deep Reinforcement Learning for Automated Web GUI Testing Unresolved cited work
Reference 29
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T06:00:44.855059Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 518e741c-d608-4fd9-8407-60538521f474 · outbound
This paper cites an unresolved cited work.
Deep Reinforcement Learning for Automated Web GUI Testing Unresolved cited work
Reference 30
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T06:00:44.842265Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 47c47430-d869-47d1-b56c-c2b27627496f · outbound
This paper cites DOM-Q-NET: Grounded RL on Structured Language.
Deep Reinforcement Learning for Automated Web GUI Testing DOM-Q-NET: Grounded RL on Structured Language
Reference 31
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T06:00:44.038903Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 174ff790-c6af-4634-9210-e36a5e25d52c · outbound
This paper cites an unresolved cited work.
Deep Reinforcement Learning for Automated Web GUI Testing Unresolved cited work
Reference 32
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T06:00:44.829205Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 9751e4de-9c67-4b7e-acdd-311b864e9eb6 · outbound
This paper cites an unresolved cited work.
Deep Reinforcement Learning for Automated Web GUI Testing Unresolved cited work
Reference 33
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T06:00:44.799838Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 927cf1df-5d5d-4b84-8d3a-9dde8e4a960f · outbound
This paper cites an unresolved cited work.
Deep Reinforcement Learning for Automated Web GUI Testing Unresolved cited work
Reference 34
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T06:00:44.784178Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation ff406b88-6f07-4f26-abc4-af5cd3f10c68 · outbound
This paper cites an unresolved cited work.
Deep Reinforcement Learning for Automated Web GUI Testing Unresolved cited work
Reference 35
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T06:00:44.769548Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 446b5d1d-2cc5-4ba8-bde8-0d5a2c428c6f · outbound
This paper cites an unresolved cited work.
Deep Reinforcement Learning for Automated Web GUI Testing Unresolved cited work
Reference 36
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T06:00:44.756717Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation af40d2d5-d8f5-4ddf-830e-ed753e74db6c · outbound
This paper cites an unresolved cited work.
Deep Reinforcement Learning for Automated Web GUI Testing Unresolved cited work
Reference 37
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T06:00:44.742745Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 25d88d6d-d851-42f0-b7f7-9e33488f82a9 · outbound
This paper cites Continuous control with deep reinforcement learning.
Deep Reinforcement Learning for Automated Web GUI Testing Continuous control with deep reinforcement learning
Reference 38
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T06:00:44.074882Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d442b10c-6836-41c3-a672-2d74897a1087 · outbound
This paper cites an unresolved cited work.
Deep Reinforcement Learning for Automated Web GUI Testing Unresolved cited work
Reference 39
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T06:00:44.079390Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6df9425e-21f3-4404-99d2-29c8d90b5a6d · outbound
This paper cites an unresolved cited work.
Deep Reinforcement Learning for Automated Web GUI Testing Unresolved cited work
Reference 40
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T06:00:44.089001Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5e25f589-08f9-4a93-8694-d3a66a18641b · outbound
This paper cites Reinforcement Learning on Web Interfaces Using Workflow-Guided Exploration.
Deep Reinforcement Learning for Automated Web GUI Testing Reinforcement Learning on Web Interfaces Using Workflow-Guided Exploration
Reference 41
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T06:00:44.083846Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8085af9a-630c-464c-b9b0-61f07339685f · outbound
This paper cites an unresolved cited work.
Deep Reinforcement Learning for Automated Web GUI Testing Unresolved cited work
Reference 42
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T06:00:44.699503Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 3de7d2d3-78cf-4c09-b944-3f2f78f14458 · outbound
This paper cites an unresolved cited work.
Deep Reinforcement Learning for Automated Web GUI Testing Unresolved cited work
Reference 43
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T06:00:44.093513Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2dd414c2-f6e0-4e53-a721-3fa2e37ae42a · outbound
This paper cites Playing Atari with Deep Reinforcement Learning.
Deep Reinforcement Learning for Automated Web GUI Testing Playing Atari with Deep Reinforcement Learning
Reference 44
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T06:00:44.108025Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7924bb0c-2e26-4cb6-a6e0-4611665d987c · outbound
This paper cites an unresolved cited work.
Deep Reinforcement Learning for Automated Web GUI Testing Unresolved cited work
Reference 45
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T06:00:44.684609Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 36179ecb-fb14-4dde-b27c-df68dbbc754d · outbound
This paper cites an unresolved cited work.
Deep Reinforcement Learning for Automated Web GUI Testing Unresolved cited work
Reference 46
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T06:00:44.117025Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fda05a6a-0c11-4109-b50f-98d0b1166e58 · outbound
This paper cites an unresolved cited work.
Deep Reinforcement Learning for Automated Web GUI Testing Unresolved cited work
Reference 47
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T06:00:44.670679Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation c6901f19-460a-4a56-a6ca-eb1357a72c26 · outbound
This paper cites an unresolved cited work.
Deep Reinforcement Learning for Automated Web GUI Testing Unresolved cited work
Reference 48
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T06:00:44.635043Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation a08a847f-c03d-4de1-8b2c-442df99a33d2 · outbound
This paper cites an unresolved cited work.
Deep Reinforcement Learning for Automated Web GUI Testing Unresolved cited work
Reference 49
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T06:00:44.648342Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 07a4ec13-03d7-4d16-803f-bbbf2fa68c81 · outbound
This paper cites an unresolved cited work.
Deep Reinforcement Learning for Automated Web GUI Testing Unresolved cited work
Reference 50
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T06:00:44.132292Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation de263699-c93b-4cd5-a0f0-1d29273ad43d · outbound
This paper cites an unresolved cited work.
Deep Reinforcement Learning for Automated Web GUI Testing Unresolved cited work
Reference 51
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T06:00:44.620946Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation b0bacb1a-a8cb-40f5-bf38-24f665603852 · outbound
This paper cites an unresolved cited work.
Deep Reinforcement Learning for Automated Web GUI Testing Unresolved cited work
Reference 52
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T06:00:44.139640Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1f38fbad-da5d-42e5-a94c-e84a6b90022e · outbound
This paper cites an unresolved cited work.
Deep Reinforcement Learning for Automated Web GUI Testing Unresolved cited work
Reference 53
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T06:00:44.135809Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2897079f-0db3-49ec-a36c-ceea70904042 · outbound
This paper cites an unresolved cited work.
Deep Reinforcement Learning for Automated Web GUI Testing Unresolved cited work
Reference 54
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T06:00:44.147292Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 262861f2-c632-458a-a8ac-765ba936b471 · outbound
This paper cites an unresolved cited work.
Deep Reinforcement Learning for Automated Web GUI Testing Unresolved cited work
Reference 55
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T06:00:44.143557Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c88a6161-7988-4f8d-8aaf-be227709c002 · outbound
This paper cites an unresolved cited work.
Deep Reinforcement Learning for Automated Web GUI Testing Unresolved cited work
Reference 56
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T06:00:44.552984Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation f4d81816-90db-492e-90e9-8528ce1d44a1 · outbound
This paper cites an unresolved cited work.
Deep Reinforcement Learning for Automated Web GUI Testing Unresolved cited work
Reference 57
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T06:00:44.567857Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 81ed335e-eea8-4499-ab88-a35a50ee2d05 · outbound
This paper cites an unresolved cited work.
Deep Reinforcement Learning for Automated Web GUI Testing Unresolved cited work
Reference 58
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T06:00:44.526330Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation d4bbc672-4d1c-488c-8d57-dd8165b92083 · outbound
This paper cites an unresolved cited work.
Deep Reinforcement Learning for Automated Web GUI Testing Unresolved cited work
Reference 59
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T06:00:44.539802Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 20e3144d-10e7-4f39-9276-bb685561f495 · outbound
This paper cites an unresolved cited work.
Deep Reinforcement Learning for Automated Web GUI Testing Unresolved cited work
Reference 60
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T06:00:44.500559Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 1d259ad5-5ed3-4ab5-89b3-d54fe4d9b4d8 · outbound
This paper cites an unresolved cited work.
Deep Reinforcement Learning for Automated Web GUI Testing Unresolved cited work
Reference 61
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T06:00:44.166517Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 65573cb1-8ef1-4639-bf64-0dbd181cc3a3 · outbound
This paper cites an unresolved cited work.
Deep Reinforcement Learning for Automated Web GUI Testing Unresolved cited work
Reference 62
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T06:00:44.455127Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 6b9f19f1-d33a-4214-a9e2-ebc07802e264 · outbound
This paper cites an unresolved cited work.
Deep Reinforcement Learning for Automated Web GUI Testing Unresolved cited work
Reference 63
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T06:00:44.484268Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 7f732329-5939-4be8-ae29-e2b4d92375a6 · outbound
This paper cites an unresolved cited work.
Deep Reinforcement Learning for Automated Web GUI Testing Unresolved cited work
Reference 64
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T06:00:44.441159Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation e0fa3652-695c-4f0b-ba19-b9252ce343f6 · outbound
This paper cites Effective, Platform-Independent GUI Testing via Image Embedding and Reinforcement Learning.
Deep Reinforcement Learning for Automated Web GUI Testing Effective, Platform-Independent GUI Testing via Image Embedding and Reinforcement Learning
Reference 66
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T06:00:44.186910Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 51e1eb84-38e6-41ee-844f-3e70ef55dbdb · outbound
This paper cites In International conference on learning representations.
Deep Reinforcement Learning for Automated Web GUI Testing In International conference on learning representations
Reference 2018
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T06:00:44.815606Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation bc067ffd-be5d-4af5-aa83-9469dd599ee6 · outbound
This paper cites In 2021 IEEE/ACM 43rd International Conference on Software Engineering (ICSE).
Deep Reinforcement Learning for Automated Web GUI Testing In 2021 IEEE/ACM 43rd International Conference on Software Engineering (ICSE)
Reference 2021
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T06:00:44.427178Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 12e9c951-4056-4e9f-bcf4-b791add34707 · outbound
This paper cites In2023 IEEE/ACM 45th International Conference on Software Engineering (ICSE).
Deep Reinforcement Learning for Automated Web GUI Testing In2023 IEEE/ACM 45th International Conference on Software Engineering (ICSE)
Reference 2023
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T06:00:44.469340Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Pith citing papers
Observation 2e854db7-891f-410f-9fbe-4a9b706a7bd0 · inbound
Temac: Multi-Agent Collaboration for Automated Web GUI Testing cites this paper.
Temac: Multi-Agent Collaboration for Automated Web GUI Testing Deep Reinforcement Learning for Automated Web GUI Testing
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:07:54.945249Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8c85e4fe-6f71-4470-bad7-48f0cad54878 · inbound
WebTestPilot: Agentic End-to-End Web Testing against Natural Language Specification by Inferring Oracles with Symbolized GUI Elements cites this paper.
WebTestPilot: Agentic End-to-End Web Testing against Natural Language Specification by Inferring Oracles with Symbolized GUI Elements Deep Reinforcement Learning for Automated Web GUI Testing
Reference 21
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T06:02:24.832334Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 212c3b74-873c-4e38-ad36-56fbdae65328 · inbound
LLM-Assisted Model-Based GUI Testing for Vue.js Web Applications cites this paper.
LLM-Assisted Model-Based GUI Testing for Vue.js Web Applications Deep Reinforcement Learning for Automated Web GUI Testing
Reference 17
- Resolution
- verified exact
- arxiv_id, observed 2026-07-01T16:55:51.268734Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.