Paper Citation Record · LEDGER

NNetNav: Unsupervised Learning of Browser Agents Through Environment Interaction in the Wild

As of 17 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 19 inbound Pith citation observations for arXiv:2410.02907.

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

pith.paper-citation-record.v1
2410.02907 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 19 of 19 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 19 of 19 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T00:27:06.495556Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T20:10:08.764468Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation d2936034-ccf5-4a45-812f-f098b4f230f0 · inbound

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

Large Language Model-Brained GUI Agents: A Survey NNetNav: Unsupervised Learning of Browser Agents Through Environment Interaction in the Wild

Reference 288

Resolution: metadata mismatch; arxiv_id, observed 2026-05-19T11:08:27.922033Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 0f3e2a0f-c667-495f-8232-719fab758aa1 · inbound

InSTA: Towards Internet-Scale Training For Agents cites this paper.

InSTA: Towards Internet-Scale Training For Agents NNetNav: Unsupervised Learning of Browser Agents Through Environment Interaction in the Wild

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-08T14:24:50.376394Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f17d746a-2e79-4e8f-8cda-d6e5e88afd43 · inbound

Plan-and-Act: Improving Planning of Agents for Long-Horizon Tasks cites this paper.

Plan-and-Act: Improving Planning of Agents for Long-Horizon Tasks NNetNav: Unsupervised Learning of Browser Agents Through Environment Interaction in the Wild

Reference 28

Resolution: verified exact; arxiv_id, observed 2026-05-17T21:32:18.600659Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 50f6f860-4632-4c42-8826-d133a6404fdb · inbound

ProgRM: Build Better GUI Agents with Progress Rewards cites this paper.

ProgRM: Build Better GUI Agents with Progress Rewards NNetNav: Unsupervised Learning of Browser Agents Through Environment Interaction in the Wild

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T14:37:45.943894Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 35fe6451-5425-4df8-8a1d-3c4c4b110d75 · inbound

Self-Challenging Language Model Agents cites this paper.

Self-Challenging Language Model Agents NNetNav: Unsupervised Learning of Browser Agents Through Environment Interaction in the Wild

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T11:40:34.931028Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 05674ba6-ef51-4d28-a03c-bbc3aa619128 · inbound

Automated Skill Discovery for Language Agents through Exploration and Iterative Feedback cites this paper.

Automated Skill Discovery for Language Agents through Exploration and Iterative Feedback NNetNav: Unsupervised Learning of Browser Agents Through Environment Interaction in the Wild

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T11:03:27.809974Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 06f7f655-bb64-4f40-afcd-152e367c51e6 · inbound

Thinking vs. Doing: Agents that Reason by Scaling Test-Time Interaction cites this paper.

Thinking vs. Doing: Agents that Reason by Scaling Test-Time Interaction NNetNav: Unsupervised Learning of Browser Agents Through Environment Interaction in the Wild

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-07T05:27:50.161004Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 21193b50-b80a-49c4-b5bd-c4f2b314511a · inbound

Build the web for agents, not agents for the web cites this paper.

Build the web for agents, not agents for the web NNetNav: Unsupervised Learning of Browser Agents Through Environment Interaction in the Wild

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-07T04:17:00.723819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f7ba4ca9-95b0-4ad4-bdf0-4d44b305f6bd · inbound

WebGuard: Building a Generalizable Guardrail for Web Agents cites this paper.

WebGuard: Building a Generalizable Guardrail for Web Agents NNetNav: Unsupervised Learning of Browser Agents Through Environment Interaction in the Wild

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-06T16:12:49.754196Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d331e05a-6140-4e29-89a8-37af9f5d1c7e · inbound

Instruction Agent: Enhancing Agent with Expert Demonstration cites this paper.

Instruction Agent: Enhancing Agent with Expert Demonstration NNetNav: Unsupervised Learning of Browser Agents Through Environment Interaction in the Wild

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-04T22:55:20.897028Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6c6e2d32-3d10-425e-ac74-7e029606e1a0 · inbound

DynaWeb: Model-Based Reinforcement Learning of Web Agents cites this paper.

DynaWeb: Model-Based Reinforcement Learning of Web Agents NNetNav: Unsupervised Learning of Browser Agents Through Environment Interaction in the Wild

Reference 18

Resolution: metadata mismatch; arxiv_id, observed 2026-05-16T09:37:41.954168Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 789f0748-f83d-4faf-ae46-5b64384c283f · inbound

WebFactory: Automated Compression of Foundational Language Intelligence into Grounded Web Agents cites this paper.

WebFactory: Automated Compression of Foundational Language Intelligence into Grounded Web Agents NNetNav: Unsupervised Learning of Browser Agents Through Environment Interaction in the Wild

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-05-15T16:50:10.686746Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 5b5035f0-97b0-4d01-ad18-5ddfd024ac35 · inbound

Beyond Binary: Reframing GUI Critique as Continuous Semantic Alignment cites this paper.

Beyond Binary: Reframing GUI Critique as Continuous Semantic Alignment NNetNav: Unsupervised Learning of Browser Agents Through Environment Interaction in the Wild

Reference 23

Resolution: verified exact; arxiv_id, observed 2026-05-15T01:58:28.839540Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 1d0b52d9-caed-48d7-8714-4794efa4d38f · inbound

Beyond Binary: Reframing GUI Critique as Continuous Semantic Alignment cites this paper.

Beyond Binary: Reframing GUI Critique as Continuous Semantic Alignment NNetNav: Unsupervised Learning of Browser Agents Through Environment Interaction in the Wild

Reference 23

Resolution: verified exact; arxiv_id, observed 2026-05-19T16:47:40.398275Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 48b81194-e414-412a-8984-6048d6598bd1 · inbound

HANSEL: Extracting Breadcrumbs from Web Agent Trajectories for Interactive Verification cites this paper.

HANSEL: Extracting Breadcrumbs from Web Agent Trajectories for Interactive Verification NNetNav: Unsupervised Learning of Browser Agents Through Environment Interaction in the Wild

Reference 30

Resolution: verified exact; arxiv_id, observed 2026-07-04T02:09:22.813185Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 0f192c00-efed-428b-87a3-5f8987d621ba · inbound

GUI agent: Guided Exploration of User-Sensitive Screens cites this paper.

GUI agent: Guided Exploration of User-Sensitive Screens NNetNav: Unsupervised Learning of Browser Agents Through Environment Interaction in the Wild

Reference 10

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T20:10:08.765987Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation a0074a66-b024-4ab2-ba40-54a10be757e8 · inbound

Software Engineering for and with GUI Agent cites this paper.

Software Engineering for and with GUI Agent NNetNav: Unsupervised Learning of Browser Agents Through Environment Interaction in the Wild

Reference 166

Resolution: unresolved; no resolver link, observed 2026-08-11T20:19:15.519414Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation db4c014c-b9a1-4712-8858-0f5ad09dbf9d · inbound

Benchmarking LLM Judges for Mobile Agent Evaluation cites this paper.

Benchmarking LLM Judges for Mobile Agent Evaluation NNetNav: Unsupervised Learning of Browser Agents Through Environment Interaction in the Wild

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-15T14:16:32.141202Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b6254a5-c455-4c90-a01a-dd9e9abdb548 · inbound

SynWeaver: Website-Prior Task and Trajectory Co-Synthesis for Web Agents cites this paper.

SynWeaver: Website-Prior Task and Trajectory Co-Synthesis for Web Agents NNetNav: Unsupervised Learning of Browser Agents Through Environment Interaction in the Wild

Reference 2012

Resolution: unresolved; no resolver link, observed 2026-08-16T00:27:06.495556Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.