Paper Citation Record · LEDGER

Reflection-Based Memory For Web navigation Agents

As of 8 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 1 inbound Pith citation observation for arXiv:2506.02158.

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

pith.paper-citation-record.v1
2506.02158 v1

Coverage vector

measured 26 of 26 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:33:05.025781Z

measured 27 of 27 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-16T13:50:19.988813Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-16T13:51:00.613920Z

Reference resolution

26 of 26 outbound references displayed

verified exact2
verified fuzzy2
unresolved22
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation df3a5483-5408-45f3-868d-e38ceeecca23 · outbound

This paper cites URL: " 'urlintro :=.

Reflection-Based Memory For Web navigation Agents URL: " 'urlintro :=

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T11:33:02.107379Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8af1c4e6-e6e4-40eb-9b76-ea97ba8b5821 · outbound

This paper cites write newline.

Reflection-Based Memory For Web navigation Agents write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T11:33:02.216193Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7953bd47-b07f-450b-b07d-9dfef8733fe0 · outbound

This paper cites an unresolved cited work.

Reflection-Based Memory For Web navigation Agents Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:33:06.671135Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8c7d0af0-f9c1-4798-ac9e-b491c39ac7d4 · outbound

This paper cites Learning From Mistakes Makes LLM Better Reasoner.

Reflection-Based Memory For Web navigation Agents Learning From Mistakes Makes LLM Better Reasoner

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T11:33:02.525803Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1df83203-f20e-4ba2-8fda-855f56a685e8 · outbound

This paper cites Multimodal Auto Validation For Self-Refinement in Web Agents.

Reflection-Based Memory For Web navigation Agents Multimodal Auto Validation For Self-Refinement in Web Agents

Reference 5

Resolution: verified exact; local_arxiv, observed 2026-08-07T11:33:05.740930Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 72451d9c-8746-4a4c-8ebb-fca3d07ab477 · outbound

This paper cites Rae, Erich Elsen, and Laurent Sifre.

Reflection-Based Memory For Web navigation Agents Rae, Erich Elsen, and Laurent Sifre

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:33:06.483581Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 565ab2fc-7cf7-4ca1-aa93-b270b810ccea · outbound

This paper cites Mind2Web: Towards a Generalist Agent for the Web.

Reflection-Based Memory For Web navigation Agents Mind2Web: Towards a Generalist Agent for the Web

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T11:33:02.842414Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 26642773-9d8b-470f-bf5c-b98764b580bb · outbound

This paper cites an unresolved cited work.

Reflection-Based Memory For Web navigation Agents Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:33:06.346931Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation dbf1947f-5d46-44a0-b02d-c0f1d84080b2 · outbound

This paper cites AutoGuide: Automated Generation and Selection of Context-Aware Guidelines for Large Language Model Agents.

Reflection-Based Memory For Web navigation Agents AutoGuide: Automated Generation and Selection of Context-Aware Guidelines for Large Language Model Agents

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T11:33:03.162415Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5dca61c7-ce57-4c09-b4c7-c033d65ce28f · outbound

This paper cites CRITIC: Large Language Models Can Self-Correct with Tool-Interactive Critiquing.

Reflection-Based Memory For Web navigation Agents CRITIC: Large Language Models Can Self-Correct with Tool-Interactive Critiquing

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T11:33:03.300223Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 31e5822b-e824-458c-aa7f-4108aca206bd · outbound

This paper cites WebVoyager: Building an End-to-End Web Agent with Large Multimodal Models.

Reflection-Based Memory For Web navigation Agents WebVoyager: Building an End-to-End Web Agent with Large Multimodal Models

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T11:33:03.464012Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 19e7de50-f257-4064-ac4b-7af8ee2a1551 · outbound

This paper cites u ttler, Mike Lewis, Wen-tau Yih, Tim Rockt \.

Reflection-Based Memory For Web navigation Agents u ttler, Mike Lewis, Wen-tau Yih, Tim Rockt \

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:33:06.198274Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3b9da87d-6cf7-4050-a779-9fd541602646 · outbound

This paper cites WILBUR: Adaptive In-Context Learning for Robust and Accurate Web Agents.

Reflection-Based Memory For Web navigation Agents WILBUR: Adaptive In-Context Learning for Robust and Accurate Web Agents

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T11:33:03.731387Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4ba06ce5-a64d-4eff-8292-53cdfd0edafc · outbound

This paper cites Self-Refine: Iterative Refinement with Self-Feedback.

Reflection-Based Memory For Web navigation Agents Self-Refine: Iterative Refinement with Self-Feedback

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T11:33:03.831965Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd7c54a5-95d9-494c-b072-665c4dddea61 · outbound

This paper cites an unresolved cited work.

Reflection-Based Memory For Web navigation Agents Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:33:06.020191Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8c25f97f-b3c5-493a-9202-6bd48d8f8db8 · outbound

This paper cites Autonomous Evaluation and Refinement of Digital Agents.

Reflection-Based Memory For Web navigation Agents Autonomous Evaluation and Refinement of Digital Agents

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T11:33:04.081636Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c947faa9-72a6-445f-a4b4-7dce2dd5e1ec · outbound

This paper cites Tarr, William W.

Reflection-Based Memory For Web navigation Agents Tarr, William W

Reference 17

Resolution: verified exact; doi, observed 2026-08-07T11:33:05.492005Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation cd7b21e4-7ac6-4471-8d95-fdadda2fbc9c · outbound

This paper cites ScribeAgent: Towards Specialized Web Agents Using Production-Scale Workflow Data.

Reflection-Based Memory For Web navigation Agents ScribeAgent: Towards Specialized Web Agents Using Production-Scale Workflow Data

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T11:33:04.314107Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d5d98f6f-3a54-473f-b31c-dcad5e91f7f8 · outbound

This paper cites Reflexion: Language Agents with Verbal Reinforcement Learning.

Reflection-Based Memory For Web navigation Agents Reflexion: Language Agents with Verbal Reinforcement Learning

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T11:33:04.414990Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dceb6120-e397-4fb7-ac19-e62a9b0a663d · outbound

This paper cites SteP: Stacked LLM Policies for Web Actions.

Reflection-Based Memory For Web navigation Agents SteP: Stacked LLM Policies for Web Actions

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T11:33:04.487849Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0dccc0f5-b285-4b95-8b95-07e23ed529b4 · outbound

This paper cites Dynamic Cheatsheet: Test-Time Learning with Adaptive Memory.

Reflection-Based Memory For Web navigation Agents Dynamic Cheatsheet: Test-Time Learning with Adaptive Memory

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T11:33:04.581011Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4c237008-9983-4c28-9bd8-60cb83f7cd34 · outbound

This paper cites MEMORYLLM: Towards Self-Updatable Large Language Models.

Reflection-Based Memory For Web navigation Agents MEMORYLLM: Towards Self-Updatable Large Language Models

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T11:33:04.669812Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bde74cc2-d61d-4046-98c4-85e49c4ecdea · outbound

This paper cites Agent Workflow Memory.

Reflection-Based Memory For Web navigation Agents Agent Workflow Memory

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T11:33:04.758271Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 77cf5821-59e5-4a41-91c5-ab4607154fe0 · outbound

This paper cites AgentOccam: A Simple Yet Strong Baseline for LLM-Based Web Agents.

Reflection-Based Memory For Web navigation Agents AgentOccam: A Simple Yet Strong Baseline for LLM-Based Web Agents

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T11:33:04.845997Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eea171a9-0b0b-4174-932c-d1135e21d3b5 · outbound

This paper cites Buffer of Thoughts: Thought-Augmented Reasoning with Large Language Models.

Reflection-Based Memory For Web navigation Agents Buffer of Thoughts: Thought-Augmented Reasoning with Large Language Models

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T11:33:04.951986Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2897e991-1b6a-4983-952e-d8cbc51389ab · outbound

This paper cites WebArena: A Realistic Web Environment for Building Autonomous Agents.

Reflection-Based Memory For Web navigation Agents WebArena: A Realistic Web Environment for Building Autonomous Agents

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T11:33:05.025781Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 7cf3085e-b683-4840-b211-be58240804eb · inbound

Vision-as-Inverse-Graphics Agent via Interleaved Multimodal Reasoning cites this paper.

Vision-as-Inverse-Graphics Agent via Interleaved Multimodal Reasoning Reflection-Based Memory For Web navigation Agents

Reference 5

Resolution: metadata mismatch; arxiv_id, observed 2026-05-16T13:51:00.615430Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.