Paper Citation Record · LEDGER

WebShop: Towards Scalable Real-World Web Interaction with Grounded Language Agents

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 43 inbound Pith citation observations for arXiv:2207.01206.

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

pith.paper-citation-record.v1
2207.01206 v4

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 43 of 43 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 43 of 43 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T06:00:19.147928Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T13:39:51.558979Z

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 37ec2699-809b-4701-ab16-8103674e05ff · 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 WebShop: Towards Scalable Real-World Web Interaction with Grounded Language Agents

Reference 56

Resolution: verified exact; arxiv_id, observed 2026-05-17T21:32:18.529257Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 651be0e9-89ba-4c4c-92e1-47304ff082b0 · inbound

OPT-BENCH: Evaluating LLM Agent on Large-Scale Search Spaces Optimization Problems cites this paper.

OPT-BENCH: Evaluating LLM Agent on Large-Scale Search Spaces Optimization Problems WebShop: Towards Scalable Real-World Web Interaction with Grounded Language Agents

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-07T04:23:50.667812Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 28696c09-9fb9-4fee-a302-0c0c984f2934 · inbound

Evolutionary Perspectives on the Evaluation of LLM-Based AI Agents: A Comprehensive Survey cites this paper.

Evolutionary Perspectives on the Evaluation of LLM-Based AI Agents: A Comprehensive Survey WebShop: Towards Scalable Real-World Web Interaction with Grounded Language Agents

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-07T06:00:19.147928Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 88aa5c2d-366c-477e-8608-eb2a8a0693c1 · inbound

Manipulation Attacks by Misaligned AI: Risk Analysis and Safety Case Framework cites this paper.

Manipulation Attacks by Misaligned AI: Risk Analysis and Safety Case Framework WebShop: Towards Scalable Real-World Web Interaction with Grounded Language Agents

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-06T16:39:38.613609Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1cdbd948-6853-4fe3-8dc6-4761fff620e4 · inbound

A Simple "Try Again" Can Elicit Multi-Turn LLM Reasoning cites this paper.

A Simple "Try Again" Can Elicit Multi-Turn LLM Reasoning WebShop: Towards Scalable Real-World Web Interaction with Grounded Language Agents

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T16:14:04.685622Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ccacb417-bc29-4a6f-aea0-f5c336bc2c3d · inbound

AgentFly: Extensible and Scalable Reinforcement Learning for LM Agents cites this paper.

AgentFly: Extensible and Scalable Reinforcement Learning for LM Agents WebShop: Towards Scalable Real-World Web Interaction with Grounded Language Agents

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T15:49:40.070569Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 46b4c28b-c6f1-4c07-82ff-2decfabe2873 · inbound

Magentic-UI: Towards Human-in-the-loop Agentic Systems cites this paper.

Magentic-UI: Towards Human-in-the-loop Agentic Systems WebShop: Towards Scalable Real-World Web Interaction with Grounded Language Agents

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-06T11:52:12.221122Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 95719a51-12e2-4b00-ae2d-9062909f3426 · inbound

Graph-Enhanced Policy Optimization in LLM Agent Training cites this paper.

Graph-Enhanced Policy Optimization in LLM Agent Training WebShop: Towards Scalable Real-World Web Interaction with Grounded Language Agents

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-04T07:17:44.669872Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a273d36c-e509-4f36-8c48-68448e81c3bd · inbound

LocalSearchBench: Benchmarking Agentic Search in Real-World Local Life Services cites this paper.

LocalSearchBench: Benchmarking Agentic Search in Real-World Local Life Services WebShop: Towards Scalable Real-World Web Interaction with Grounded Language Agents

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-03T18:00:18.566778Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 577d4c64-546e-48e2-9559-4939c41eddec · inbound

Persona2Web: Benchmarking Personalized Web Agents for Contextual Reasoning with User History cites this paper.

Persona2Web: Benchmarking Personalized Web Agents for Contextual Reasoning with User History WebShop: Towards Scalable Real-World Web Interaction with Grounded Language Agents

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-02T22:25:31.083882Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 969fecf7-9ef9-45cd-8065-a93384cd9055 · inbound

Data-Driven Boundary Control of Distributed Port-Hamiltonian Systems cites this paper.

Data-Driven Boundary Control of Distributed Port-Hamiltonian Systems WebShop: Towards Scalable Real-World Web Interaction with Grounded Language Agents

Reference 46

Resolution: unresolved; no resolver link, observed 2026-07-13T10:21:59.840828Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 38210916-1ea0-4e9b-a352-87ce3a6eb07a · inbound

A Systematic Survey of Security Threats and Defenses in LLM-Based AI Agents: A Layered Attack Surface Framework cites this paper.

A Systematic Survey of Security Threats and Defenses in LLM-Based AI Agents: A Layered Attack Surface Framework WebShop: Towards Scalable Real-World Web Interaction with Grounded Language Agents

Reference 97

Resolution: verified exact; arxiv_id, observed 2026-05-11T20:51:09.324013Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b34075e6-98b5-4138-93df-2605aac1747d · inbound

OPT-BENCH: Evaluating the Iterative Self-Optimization of LLM Agents in Large-Scale Search Spaces cites this paper.

OPT-BENCH: Evaluating the Iterative Self-Optimization of LLM Agents in Large-Scale Search Spaces WebShop: Towards Scalable Real-World Web Interaction with Grounded Language Agents

Reference 138

Resolution: metadata mismatch; arxiv_id, observed 2026-05-12T03:01:18.642452Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 76a9405f-5fd1-48e6-a25f-7c4b4d292c7a · inbound

ShadowMerge: A Novel Poisoning Attack on Graph-Based Agent Memory via Relation-Channel Conflicts cites this paper.

ShadowMerge: A Novel Poisoning Attack on Graph-Based Agent Memory via Relation-Channel Conflicts WebShop: Towards Scalable Real-World Web Interaction with Grounded Language Agents

Reference 35

Resolution: verified exact; arxiv_id, observed 2026-05-12T07:37:06.864645Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 69c354ff-d020-4ef1-afba-8b8e96f3b648 · inbound

ShadowMerge: A Novel Poisoning Attack on Graph-Based Agent Memory via Relation-Channel Conflicts cites this paper.

ShadowMerge: A Novel Poisoning Attack on Graph-Based Agent Memory via Relation-Channel Conflicts WebShop: Towards Scalable Real-World Web Interaction with Grounded Language Agents

Reference 35

Resolution: verified exact; arxiv_id, observed 2026-05-15T06:09:49.261260Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 701bcec9-93c0-4933-a3f9-a0ecd2634351 · inbound

ShadowMerge: A Novel Poisoning Attack on Graph-Based Agent Memory via Relation-Channel Conflicts cites this paper.

ShadowMerge: A Novel Poisoning Attack on Graph-Based Agent Memory via Relation-Channel Conflicts WebShop: Towards Scalable Real-World Web Interaction with Grounded Language Agents

Reference 35

Resolution: verified exact; arxiv_id, observed 2026-05-19T17:42:42.421637Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 116b556b-5c62-4a7e-9f3d-7555ec38683f · inbound

Resolving Action Bottleneck: Agentic Reinforcement Learning Informed by Token-Level Energy cites this paper.

Resolving Action Bottleneck: Agentic Reinforcement Learning Informed by Token-Level Energy WebShop: Towards Scalable Real-World Web Interaction with Grounded Language Agents

Reference 35

Resolution: verified exact; arxiv_id, observed 2026-05-15T01:48:28.632001Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 15ab32a3-952b-4ce9-be06-b8163dc9af86 · inbound

Known By Their Actions: Fingerprinting LLM Browser Agents via UI Traces cites this paper.

Known By Their Actions: Fingerprinting LLM Browser Agents via UI Traces WebShop: Towards Scalable Real-World Web Interaction with Grounded Language Agents

Reference 36

Resolution: verified exact; arxiv_id, observed 2026-06-30T20:35:02.272877Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f8ec929a-c667-49e8-a06e-53703e3fb5fd · inbound

A Brief Overview: On-Policy Self-Distillation In Large Language Models cites this paper.

A Brief Overview: On-Policy Self-Distillation In Large Language Models WebShop: Towards Scalable Real-World Web Interaction with Grounded Language Agents

Reference 50

Resolution: verified exact; arxiv_id, observed 2026-05-20T09:08:09.972412Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 89200818-5306-45e7-ba10-8c68ef96daa6 · inbound

A Brief Overview: On-Policy Self-Distillation In Large Language Models cites this paper.

A Brief Overview: On-Policy Self-Distillation In Large Language Models WebShop: Towards Scalable Real-World Web Interaction with Grounded Language Agents

Reference 50

Resolution: verified exact; arxiv_id, observed 2026-05-22T09:54:46.992823Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5a35f783-8c83-4de2-85b1-d09a4dfd849f · inbound

RecoAtlas: From Semantic Plausibility to Set-Level Utility in LLM Recommendation Agents cites this paper.

RecoAtlas: From Semantic Plausibility to Set-Level Utility in LLM Recommendation Agents WebShop: Towards Scalable Real-World Web Interaction with Grounded Language Agents

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-20T22:29:09.290280Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 8176e9f9-6e94-40db-9971-02a71e88db9c · inbound

DecisionBench: A Benchmark for Emergent Delegation in Long-Horizon Agentic Workflows cites this paper.

DecisionBench: A Benchmark for Emergent Delegation in Long-Horizon Agentic Workflows WebShop: Towards Scalable Real-World Web Interaction with Grounded Language Agents

Reference 51

Resolution: verified exact; arxiv_id, observed 2026-05-20T10:18:11.673340Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1a89ea7f-1614-4382-acd1-52b4a7af03f5 · inbound

Proper Scoring Rules for Agentic Uncertainty Quantification cites this paper.

Proper Scoring Rules for Agentic Uncertainty Quantification WebShop: Towards Scalable Real-World Web Interaction with Grounded Language Agents

Reference 37

Resolution: verified exact; arxiv_id, observed 2026-06-30T13:04:40.155357Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4815c08a-fdea-4873-b9ed-55646a9d9f10 · 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 WebShop: Towards Scalable Real-World Web Interaction with Grounded Language Agents

Reference 59

Resolution: verified exact; arxiv_id, observed 2026-06-30T11:04:37.770586Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9ae4fd57-77e8-4b42-9a34-2b970d888c98 · inbound

JobBench: Aligning Agent Work With Human Will cites this paper.

JobBench: Aligning Agent Work With Human Will WebShop: Towards Scalable Real-World Web Interaction with Grounded Language Agents

Reference 43

Resolution: verified exact; arxiv_id, observed 2026-06-29T21:33:59.447971Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 73187774-acd2-48ab-be5b-00b58060861a · inbound

HTMLCure: Turning Browser Experience into State Guided Repair for Interactive HTML cites this paper.

HTMLCure: Turning Browser Experience into State Guided Repair for Interactive HTML WebShop: Towards Scalable Real-World Web Interaction with Grounded Language Agents

Reference 23

Resolution: verified exact; arxiv_id, observed 2026-06-29T16:03:34.078957Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation deb79697-7bbb-4911-85df-1909369086b8 · inbound

TraceGraph: Shared Decision Landscapes for Diagnosing and Improving Agent Trajectories cites this paper.

TraceGraph: Shared Decision Landscapes for Diagnosing and Improving Agent Trajectories WebShop: Towards Scalable Real-World Web Interaction with Grounded Language Agents

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-07-01T19:36:08.586951Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 01ecd03e-df72-4089-994e-9c1d0182224a · inbound

SkillAdaptor: Self-Adapting Skills for LLM Agents from Trajectories cites this paper.

SkillAdaptor: Self-Adapting Skills for LLM Agents from Trajectories WebShop: Towards Scalable Real-World Web Interaction with Grounded Language Agents

Reference 64

Resolution: verified exact; arxiv_id, observed 2026-07-01T21:16:14.161856Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b4655235-d68f-4b62-a0fc-70c502460ec0 · inbound

See, Infer, Intervene: Proactive World Modeling for Goal-Oriented Social Intelligence cites this paper.

See, Infer, Intervene: Proactive World Modeling for Goal-Oriented Social Intelligence WebShop: Towards Scalable Real-World Web Interaction with Grounded Language Agents

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-07-02T02:56:29.726921Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a7ffe5bb-ffe2-430e-81fa-cd7c2a1bb33b · inbound

From Reward-Hack Activations to Agentic Risk States: Context-Calibrated Mechanistic Monitoring in LLM Agents cites this paper.

From Reward-Hack Activations to Agentic Risk States: Context-Calibrated Mechanistic Monitoring in LLM Agents WebShop: Towards Scalable Real-World Web Interaction with Grounded Language Agents

Reference 11

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T13:36:59.375501Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 034d510b-a27a-4b4b-8789-d97f508ddc4a · inbound

From Reward-Hack Activations to Agentic Risk States: Context-Calibrated Mechanistic Monitoring in LLM Agents cites this paper.

From Reward-Hack Activations to Agentic Risk States: Context-Calibrated Mechanistic Monitoring in LLM Agents WebShop: Towards Scalable Real-World Web Interaction with Grounded Language Agents

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-02T12:19:47.473177Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 07d673e1-697d-4e87-8ff9-7073f638d0c1 · inbound

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

HANSEL: Extracting Breadcrumbs from Web Agent Trajectories for Interactive Verification WebShop: Towards Scalable Real-World Web Interaction with Grounded Language Agents

Reference 51

Resolution: verified exact; arxiv_id, observed 2026-07-04T02:09:22.801570Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation bf2f2415-7f85-4758-8739-c11c2f138148 · inbound

OpenRath: Session-Centered Runtime State for Agent Systems cites this paper.

OpenRath: Session-Centered Runtime State for Agent Systems WebShop: Towards Scalable Real-World Web Interaction with Grounded Language Agents

Reference 46

Resolution: verified exact; arxiv_id, observed 2026-07-04T01:29:23.061629Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3656280f-50eb-4b1c-a100-586f9dcabc23 · inbound

When Web Agents Finish but Still Fail: Reproducible Triggers and Trace Diagnostics for Parallel Web Exploration cites this paper.

When Web Agents Finish but Still Fail: Reproducible Triggers and Trace Diagnostics for Parallel Web Exploration WebShop: Towards Scalable Real-World Web Interaction with Grounded Language Agents

Reference 1

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T21:38:58.295721Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c01813ec-5d19-4b0b-b27b-b991e8b988a9 · inbound

When Web Agents Finish but Still Fail: Reproducible Triggers and Trace Diagnostics for Parallel Web Exploration cites this paper.

When Web Agents Finish but Still Fail: Reproducible Triggers and Trace Diagnostics for Parallel Web Exploration WebShop: Towards Scalable Real-World Web Interaction with Grounded Language Agents

Reference 1

Resolution: metadata mismatch; arxiv_id, observed 2026-06-30T10:34:36.183633Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e5fb12de-c5c5-4ba9-a332-04e3e950eca2 · inbound

PhoneBuddy: Training Open Models for Agentic Phone Use cites this paper.

PhoneBuddy: Training Open Models for Agentic Phone Use WebShop: Towards Scalable Real-World Web Interaction with Grounded Language Agents

Reference 31

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T10:59:46.479197Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 24dd7cc4-7bb9-471f-b50c-0442b372e2c4 · inbound

Diagnosing Task Insensitivity in Language Agents cites this paper.

Diagnosing Task Insensitivity in Language Agents WebShop: Towards Scalable Real-World Web Interaction with Grounded Language Agents

Reference 17

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T13:39:51.560677Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 96a471f1-8307-4ca8-b597-a8deec2f6710 · inbound

OSWorld 2.0: Benchmarking Computer Use Agents on Long-Horizon Real-World Tasks cites this paper.

OSWorld 2.0: Benchmarking Computer Use Agents on Long-Horizon Real-World Tasks WebShop: Towards Scalable Real-World Web Interaction with Grounded Language Agents

Reference 103

Resolution: verified exact; arxiv_id, observed 2026-06-30T07:14:21.239780Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 86da25fa-c852-47e0-8e20-60ebde1da1b4 · inbound

OSWorld 2.0: Benchmarking Computer Use Agents on Long-Horizon Real-World Tasks cites this paper.

OSWorld 2.0: Benchmarking Computer Use Agents on Long-Horizon Real-World Tasks WebShop: Towards Scalable Real-World Web Interaction with Grounded Language Agents

Reference 103

Resolution: unresolved; no resolver link, observed 2026-07-15T10:24:53.345620Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0911296c-9d5f-43ef-9104-7be5d1a4023a · inbound

MultiUAV-Plat: An LLM-Oriented Platform, Benchmark and Framework for Multi-UAV Collaborative Task Planning cites this paper.

MultiUAV-Plat: An LLM-Oriented Platform, Benchmark and Framework for Multi-UAV Collaborative Task Planning WebShop: Towards Scalable Real-World Web Interaction with Grounded Language Agents

Reference 34

Resolution: verified exact; arxiv_id, observed 2026-07-01T09:55:40.236019Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation eae69f32-f3d9-40a1-b647-63633bc230ea · inbound

Agentic-DPO: From Imitation to Agentic Policy Optimization on Expert Trajectories cites this paper.

Agentic-DPO: From Imitation to Agentic Policy Optimization on Expert Trajectories WebShop: Towards Scalable Real-World Web Interaction with Grounded Language Agents

Reference 45

Resolution: unresolved; no resolver link, observed 2026-07-14T10:33:54.851493Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f0c53fd-876b-4b31-9d5c-559489edbf5f · inbound

Interactive Task Alignment as a POMDP cites this paper.

Interactive Task Alignment as a POMDP WebShop: Towards Scalable Real-World Web Interaction with Grounded Language Agents

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-01T21:04:43.009747Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 03603775-3cf3-45d3-9c96-b9e454948dbe · inbound

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce cites this paper.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce WebShop: Towards Scalable Real-World Web Interaction with Grounded Language Agents

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-04T01:23:16.175583Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.