Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-08T14:24:50.484160Z
Paper Citation Record · LEDGER
InSTA: Towards Internet-Scale Training For Agents
As of 15 August 2026, this Paper Citation Record lists 58 of 58 outbound references and 11 inbound Pith citation observations for arXiv:2502.06776.
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 2026-08-15T06:32:42.880941+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-11T20:19:15.802502Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z
Reference resolution
58 of 58 outbound references displayed
- verified exact0
- verified fuzzy5
- unresolved53
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z
Outbound references
Observation ee2d6038-0004-403e-9fdb-8f90a9517aaf · outbound
This paper cites write newline.
InSTA: Towards Internet-Scale Training For Agents write newline
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T14:24:50.283326Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 073770c8-88c3-430a-9ebf-4f4815ffca7a · outbound
This paper cites @esa (Ref.
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T14:24:50.288008Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d92b4c8b-a731-4d17-a5b4-2f3b2d85bdbd · outbound
This paper cites an unresolved cited work.
InSTA: Towards Internet-Scale Training For Agents Unresolved cited work
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T14:24:50.291843Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 92af65ee-1f28-4220-95d4-5948aafd16dc · outbound
This paper cites an unresolved cited work.
InSTA: Towards Internet-Scale Training For Agents Unresolved cited work
Reference 4
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T14:24:51.337301Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation f3921423-24e3-4645-b9ce-40b36b05b58a · outbound
This paper cites Language models as agent models.
InSTA: Towards Internet-Scale Training For Agents Language models as agent models
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T14:24:50.298819Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fbe027e7-122d-42f4-b87a-3849bd3aa532 · outbound
This paper cites Graph of thoughts: Solving elaborate problems with large language models.
InSTA: Towards Internet-Scale Training For Agents Graph of thoughts: Solving elaborate problems with large language models
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T14:24:50.302297Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cfde26e3-8a15-42c2-bd97-d056ffa81aa4 · outbound
This paper cites Language Models are Few-Shot Learners.
InSTA: Towards Internet-Scale Training For Agents Language Models are Few-Shot Learners
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T14:24:50.305890Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0305d162-35a3-4e8b-871f-307ab708f6e6 · outbound
This paper cites Sparks of Artificial General Intelligence: Early experiments with GPT-4.
InSTA: Towards Internet-Scale Training For Agents Sparks of Artificial General Intelligence: Early experiments with GPT-4
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T14:24:50.309685Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f718996a-ad8b-406c-8ffd-65ecf8b4eb47 · outbound
This paper cites FireAct: Toward Language Agent Fine-tuning.
InSTA: Towards Internet-Scale Training For Agents FireAct: Toward Language Agent Fine-tuning
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T14:24:50.313595Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c110ffad-3e6e-48ed-8d41-623f533a19cd · outbound
This paper cites The BrowserGym Ecosystem for Web Agent Research.
InSTA: Towards Internet-Scale Training For Agents The BrowserGym Ecosystem for Web Agent Research
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T14:24:50.317546Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7ac9c8c2-f6e7-4864-9f17-db73edb8daa0 · outbound
This paper cites Mind2Web: Towards a Generalist Agent for the Web.
InSTA: Towards Internet-Scale Training For Agents Mind2Web: Towards a Generalist Agent for the Web
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T14:24:50.321613Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3e458e21-9821-4ed6-abe6-1515b6d431c2 · outbound
This paper cites Better Synthetic Data by Retrieving and Transforming Existing Datasets.
InSTA: Towards Internet-Scale Training For Agents Better Synthetic Data by Retrieving and Transforming Existing Datasets
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T14:24:50.325236Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b76ffa0c-df13-42a3-8686-41db08222d2d · outbound
This paper cites The Llama 3 Herd of Models.
InSTA: Towards Internet-Scale Training For Agents The Llama 3 Herd of Models
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T14:24:50.328784Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6a45155b-e0ad-4d65-a8ba-9af526c8c928 · outbound
This paper cites W eb V oyager: Building an end-to-end web agent with large multimodal models.
InSTA: Towards Internet-Scale Training For Agents W eb V oyager: Building an end-to-end web agent with large multimodal models
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T14:24:50.332092Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c4a373ce-8807-43ad-8fc8-84f984a0d932 · outbound
This paper cites CogAgent: A Visual Language Model for GUI Agents.
InSTA: Towards Internet-Scale Training For Agents CogAgent: A Visual Language Model for GUI Agents
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T14:24:50.335297Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0ec5b2f6-a62a-446a-b3fa-fcddc1de3ada · outbound
This paper cites Llama Guard: LLM-based Input-Output Safeguard for Human-AI Conversations.
InSTA: Towards Internet-Scale Training For Agents Llama Guard: LLM-based Input-Output Safeguard for Human-AI Conversations
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T14:24:50.338817Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cb1cf1c8-3ec2-44c5-8a62-5c49dd361be3 · outbound
This paper cites VisualWebArena: Evaluating Multimodal Agents on Realistic Visual Web Tasks.
InSTA: Towards Internet-Scale Training For Agents VisualWebArena: Evaluating Multimodal Agents on Realistic Visual Web Tasks
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T14:24:50.342376Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e0ff1980-b081-4620-a325-683c051163b1 · outbound
This paper cites Tree search for language model agents, 2024 b.
InSTA: Towards Internet-Scale Training For Agents Tree search for language model agents, 2024 b
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T14:24:50.345982Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7749ecf6-5cff-41c9-a5e2-29246ca3984c · outbound
This paper cites Efficient Memory Management for Large Language Model Serving with PagedAttention.
InSTA: Towards Internet-Scale Training For Agents Efficient Memory Management for Large Language Model Serving with PagedAttention
Reference 19
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T14:24:50.349153Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9dade60d-eb87-49f7-b28b-630132912a4c · outbound
This paper cites RLAIF vs. RLHF: Scaling Reinforcement Learning from Human Feedback with AI Feedback.
InSTA: Towards Internet-Scale Training For Agents RLAIF vs. RLHF: Scaling Reinforcement Learning from Human Feedback with AI Feedback
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T14:24:50.352547Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 958df537-a72c-4b84-9e31-a83b5e9c13de · outbound
This paper cites From generation to judgment: Opportunities and challenges of llm-as-a-judge.
InSTA: Towards Internet-Scale Training For Agents From generation to judgment: Opportunities and challenges of llm-as-a-judge
Reference 21
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T14:24:50.355887Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cbf8049c-5d5b-4b04-ac59-83bd09176a9c · outbound
This paper cites VisualWebBench: How Far Have Multimodal LLMs Evolved in Web Page Understanding and Grounding?.
InSTA: Towards Internet-Scale Training For Agents VisualWebBench: How Far Have Multimodal LLMs Evolved in Web Page Understanding and Grounding?
Reference 22
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T14:24:50.359070Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 987e6e94-0ef5-4376-b55a-a3221f83c769 · outbound
This paper cites Weblinx: Real-world website navigation with multi-turn dialogue, 2024.
InSTA: Towards Internet-Scale Training For Agents Weblinx: Real-world website navigation with multi-turn dialogue, 2024
Reference 23
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T14:24:50.362660Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8188a3af-9600-4974-92aa-d068b7e3e320 · outbound
This paper cites Self-refine: Iterative refinement with self-feedback.
InSTA: Towards Internet-Scale Training For Agents Self-refine: Iterative refinement with self-feedback
Reference 24
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T14:24:50.366344Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d2886aef-e7e6-4380-a9f6-3128d5b9fb03 · outbound
This paper cites Playwright.
InSTA: Towards Internet-Scale Training For Agents Playwright
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-08T14:24:51.319624Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation c6b20d75-769c-4c46-a53b-29305c4a39d9 · outbound
This paper cites AgentInstruct: Toward Generative Teaching with Agentic Flows.
InSTA: Towards Internet-Scale Training For Agents AgentInstruct: Toward Generative Teaching with Agentic Flows
Reference 26
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T14:24:50.373086Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0f3e2a0f-c667-495f-8232-719fab758aa1 · outbound
This paper cites NNetNav: Unsupervised Learning of Browser Agents Through Environment Interaction in the Wild.
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 b0678889-2d91-4977-9eb7-b206f822a189 · outbound
This paper cites Synatra: Turning Indirect Knowledge into Direct Demonstrations for Digital Agents at Scale.
InSTA: Towards Internet-Scale Training For Agents Synatra: Turning Indirect Knowledge into Direct Demonstrations for Digital Agents at Scale
Reference 28
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T14:24:50.379591Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c7bc3b97-9d02-4cb0-a086-90a438797921 · outbound
This paper cites an unresolved cited work.
InSTA: Towards Internet-Scale Training For Agents Unresolved cited work
Reference 29
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T14:24:51.308230Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 0a7fb9ba-df97-4fc1-9ade-367acd1a7d3a · outbound
This paper cites Large Language Models Can Self-Improve At Web Agent Tasks.
InSTA: Towards Internet-Scale Training For Agents Large Language Models Can Self-Improve At Web Agent Tasks
Reference 30
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T14:24:50.385849Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation da1d925a-a9bc-4dc7-84a9-52a65ff6659e · outbound
This paper cites REFINER : Reasoning feedback on intermediate representations.
InSTA: Towards Internet-Scale Training For Agents REFINER : Reasoning feedback on intermediate representations
Reference 31
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-08T14:24:51.297090Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 34ab8fa1-d648-4230-803b-51f16d13253b · outbound
This paper cites Agent Q: Advanced Reasoning and Learning for Autonomous AI Agents.
InSTA: Towards Internet-Scale Training For Agents Agent Q: Advanced Reasoning and Learning for Autonomous AI Agents
Reference 32
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T14:24:50.392087Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5aefd61b-c7af-4b15-8c25-9615a88aa8b0 · outbound
This paper cites Language models are unsupervised multitask learners, 2019.
InSTA: Towards Internet-Scale Training For Agents Language models are unsupervised multitask learners, 2019
Reference 33
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-08T14:24:51.285581Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 96067855-455f-4833-a61d-1ab51bf68fb0 · outbound
This paper cites Android in the Wild: A Large-Scale Dataset for Android Device Control.
InSTA: Towards Internet-Scale Training For Agents Android in the Wild: A Large-Scale Dataset for Android Device Control
Reference 34
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T14:24:50.399754Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a3f733c7-5748-4101-aabc-2baffffc950e · outbound
This paper cites Toolformer: Language models can teach themselves to use tools.
InSTA: Towards Internet-Scale Training For Agents Toolformer: Language models can teach themselves to use tools
Reference 35
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T14:24:50.403052Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0206bbf1-b54a-4626-bcb5-a65cff803769 · outbound
This paper cites RL on Incorrect Synthetic Data Scales the Efficiency of LLM Math Reasoning by Eight-Fold.
InSTA: Towards Internet-Scale Training For Agents RL on Incorrect Synthetic Data Scales the Efficiency of LLM Math Reasoning by Eight-Fold
Reference 36
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T14:24:50.406158Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 17a875e4-7a63-453b-a9c5-d12662c1baf5 · outbound
This paper cites ScribeAgent: Towards Specialized Web Agents Using Production-Scale Workflow Data.
InSTA: Towards Internet-Scale Training For Agents ScribeAgent: Towards Specialized Web Agents Using Production-Scale Workflow Data
Reference 37
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T14:24:50.409647Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5a806af7-f919-47b1-bf23-6c8b369eeed3 · outbound
This paper cites Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters.
InSTA: Towards Internet-Scale Training For Agents Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters
Reference 38
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T14:24:50.413143Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5c808863-c9dd-4d0d-b6e7-358c2c4dc874 · outbound
This paper cites Fast best-of-n decoding via speculative rejection.
InSTA: Towards Internet-Scale Training For Agents Fast best-of-n decoding via speculative rejection
Reference 39
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T14:24:50.416715Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8338de25-381f-4e0e-9505-09ee70966e48 · outbound
This paper cites Preference Fine-Tuning of LLMs Should Leverage Suboptimal, On-Policy Data.
InSTA: Towards Internet-Scale Training For Agents Preference Fine-Tuning of LLMs Should Leverage Suboptimal, On-Policy Data
Reference 40
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T14:24:50.420177Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation da041530-0d95-4601-be8a-97927d1ea3e8 · outbound
This paper cites Common crawl, 2025.
InSTA: Towards Internet-Scale Training For Agents Common crawl, 2025
Reference 41
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-08T14:24:51.262720Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation ea94054e-d6a4-4c35-a502-8de8f602f350 · outbound
This paper cites LLaMA: Open and Efficient Foundation Language Models.
InSTA: Towards Internet-Scale Training For Agents LLaMA: Open and Efficient Foundation Language Models
Reference 42
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T14:24:50.428386Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4a3f1095-6f52-4036-bae6-8e4e41e07a58 · outbound
This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.
InSTA: Towards Internet-Scale Training For Agents Llama 2: Open Foundation and Fine-Tuned Chat Models
Reference 43
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T14:24:50.432100Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d0d07af5-0d1b-4b56-9522-de72f1c5921c · outbound
This paper cites Effective data augmentation with diffusion models.
InSTA: Towards Internet-Scale Training For Agents Effective data augmentation with diffusion models
Reference 44
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-08T14:24:51.251327Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation e2581515-9656-4d94-8da8-fefae582a480 · outbound
This paper cites LLMs Still Can't Plan; Can LRMs? A Preliminary Evaluation of OpenAI's o1 on PlanBench.
InSTA: Towards Internet-Scale Training For Agents LLMs Still Can't Plan; Can LRMs? A Preliminary Evaluation of OpenAI's o1 on PlanBench
Reference 45
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T14:24:50.439003Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ea5f47ac-2bc3-41b6-b0a4-1ba017f59dd5 · outbound
This paper cites A survey on large language model based autonomous agents.
InSTA: Towards Internet-Scale Training For Agents A survey on large language model based autonomous agents
Reference 46
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T14:24:50.442840Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6b8baf50-50fc-4489-ac81-7eccc8655f94 · outbound
This paper cites Large Multimodal Agents: A Survey.
InSTA: Towards Internet-Scale Training For Agents Large Multimodal Agents: A Survey
Reference 47
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T14:24:50.446116Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b2c28686-933b-49a4-ad6b-4da85fece042 · outbound
This paper cites An illusion of progress? assessing the current state of web agents.
InSTA: Towards Internet-Scale Training For Agents An illusion of progress? assessing the current state of web agents
Reference 48
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T14:24:50.449690Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d0ef471f-fea3-455e-ad14-3d8b99bed1b8 · outbound
This paper cites WebShop: Towards Scalable Real-World Web Interaction with Grounded Language Agents.
InSTA: Towards Internet-Scale Training For Agents WebShop: Towards Scalable Real-World Web Interaction with Grounded Language Agents
Reference 49
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T14:24:50.453058Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation acbe7994-16b6-4212-8d0f-8f4c6a3e901b · outbound
This paper cites Tree of Thoughts: Deliberate Problem Solving with Large Language Models.
InSTA: Towards Internet-Scale Training For Agents Tree of Thoughts: Deliberate Problem Solving with Large Language Models
Reference 50
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T14:24:50.456513Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2510f647-cff4-4bc5-b7cb-2071f36393f2 · outbound
This paper cites TextGrad: Automatic "Differentiation" via Text.
InSTA: Towards Internet-Scale Training For Agents TextGrad: Automatic "Differentiation" via Text
Reference 51
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T14:24:50.460002Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 97aee2eb-ff82-439a-8d43-3c209c1b7716 · outbound
This paper cites AgentTuning: Enabling Generalized Agent Abilities for LLMs.
InSTA: Towards Internet-Scale Training For Agents AgentTuning: Enabling Generalized Agent Abilities for LLMs
Reference 52
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T14:24:50.463527Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3d2010d8-6618-476a-9996-5423180fbf08 · outbound
This paper cites AppAgent: Multimodal Agents as Smartphone Users.
InSTA: Towards Internet-Scale Training For Agents AppAgent: Multimodal Agents as Smartphone Users
Reference 53
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T14:24:50.466991Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bcceb7ae-022a-48ce-9579-cae963cd1bde · outbound
This paper cites Generative Verifiers: Reward Modeling as Next-Token Prediction.
InSTA: Towards Internet-Scale Training For Agents Generative Verifiers: Reward Modeling as Next-Token Prediction
Reference 54
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T14:24:50.470275Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fb46c824-8ea4-407c-b44e-585b13b8234f · outbound
This paper cites Evaluation of openai o1: Opportunities and challenges of agi, 2024.
InSTA: Towards Internet-Scale Training For Agents Evaluation of openai o1: Opportunities and challenges of agi, 2024
Reference 55
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T14:24:50.473513Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 07220155-d6cb-4580-83c9-87aaf38fee44 · outbound
This paper cites Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models.
InSTA: Towards Internet-Scale Training For Agents Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models
Reference 56
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T14:24:50.477162Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0cd18ca5-7ec3-4e6a-b14c-98211eedf41f · outbound
This paper cites WebArena: A Realistic Web Environment for Building Autonomous Agents.
InSTA: Towards Internet-Scale Training For Agents WebArena: A Realistic Web Environment for Building Autonomous Agents
Reference 57
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T14:24:50.480712Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6a5421f1-b069-40e7-97eb-1429e6bd533f · outbound
This paper cites Proposer-Agent-Evaluator(PAE): Autonomous Skill Discovery For Foundation Model Internet Agents.
InSTA: Towards Internet-Scale Training For Agents Proposer-Agent-Evaluator(PAE): Autonomous Skill Discovery For Foundation Model Internet Agents
Reference 58
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T14:24:50.484160Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
Observation 1d96973f-8934-484e-96ed-85db71ef9fe8 · 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 InSTA: Towards Internet-Scale Training For Agents
Reference 62
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T05:27:50.165917Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fddaf0a7-6b40-4a6c-b57c-0dda691a378f · inbound
DynaWeb: Model-Based Reinforcement Learning of Web Agents cites this paper.
DynaWeb: Model-Based Reinforcement Learning of Web Agents InSTA: Towards Internet-Scale Training For Agents
Reference 19
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T09:37:41.519723Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 5db362cc-0231-4528-b70f-51b39367709a · 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 InSTA: Towards Internet-Scale Training For Agents
Reference 24
- Resolution
- verified exact
- arxiv_id, observed 2026-05-15T16:50:10.672001Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation bc2c3cb3-33df-4191-9876-ed6ec68585d6 · inbound
ContractSkill: Repairable Contract-Based Skills for Multimodal Web Agents cites this paper.
ContractSkill: Repairable Contract-Based Skills for Multimodal Web Agents InSTA: Towards Internet-Scale Training For Agents
Reference 27
- Resolution
- verified exact
- arxiv_id, observed 2026-05-15T08:59:52.986286Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 3bd86329-3690-40a8-a34f-0320088f0b4b · inbound
Weblica: Scalable and Reproducible Training Environments for Visual Web Agents cites this paper.
Weblica: Scalable and Reproducible Training Environments for Visual Web Agents InSTA: Towards Internet-Scale Training For Agents
Reference 33
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-11T04:25:56.929155Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 262c0d22-9ae3-4eaf-a79f-acb7ffbdded2 · inbound
OpenWebRL: Demystifying Online Multi-turn Reinforcement Learning for Visual Web Agents cites this paper.
OpenWebRL: Demystifying Online Multi-turn Reinforcement Learning for Visual Web Agents InSTA: Towards Internet-Scale Training For Agents
Reference 40
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-01T22:06:16.466449Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation c0103017-b7e6-426a-ae5a-27cdef8b4150 · inbound
Agentic Environment Engineering for Large Language Models: A Survey of Environment Modeling, Synthesis, Evaluation, and Application cites this paper.
Agentic Environment Engineering for Large Language Models: A Survey of Environment Modeling, Synthesis, Evaluation, and Application InSTA: Towards Internet-Scale Training For Agents
Reference 267
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-03T10:58:02.991562Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 0ab252e1-a260-40eb-ac04-73dc2918661a · inbound
ProCUA-SFT Technical Report cites this paper.
ProCUA-SFT Technical Report InSTA: Towards Internet-Scale Training For Agents
Reference 12
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-03T18:08:46.699111Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 47e1d398-e6d2-4006-912a-9021323ea636 · inbound
Empowering GUI Agents via Autonomous Experience Exploration and Hindsight Experience Utilization for Task Planning cites this paper.
Empowering GUI Agents via Autonomous Experience Exploration and Hindsight Experience Utilization for Task Planning InSTA: Towards Internet-Scale Training For Agents
Reference 37
- Resolution
- verified exact
- arxiv_id, observed 2026-07-04T14:29:53.385736Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation ae9c1a53-c75c-4d84-82f0-0a7ebaf1b595 · inbound
OSReward: Instituting Standardized Evaluation for Cross-Platform Computer-Use Reward Models cites this paper.
OSReward: Instituting Standardized Evaluation for Cross-Platform Computer-Use Reward Models InSTA: Towards Internet-Scale Training For Agents
Reference 47
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T02:18:01.822251Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a9b3ea1a-9dbf-4539-95c0-ddaaf0a6dd4d · inbound
Software Engineering for and with GUI Agent cites this paper.
Software Engineering for and with GUI Agent InSTA: Towards Internet-Scale Training For Agents
Reference 223
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T20:19:15.802502Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.