Paper Citation Record · LEDGER

Gym-Anything: Turn any Software into an Agent Environment

As of 4 August 2026, this Paper Citation Record lists 90 of 90 outbound references and 11 inbound Pith citation observations for arXiv:2604.06126.

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

pith.paper-citation-record.v1
2604.06126 v1

Coverage vector

measured 90 of 90 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-10T19:34:42.621666Z

measured 101 of 101 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+00:00

measured 11 of 11 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-31T23:58:28.824118Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-08T20:05:34.041501Z

Reference resolution

90 of 90 outbound references displayed

verified exact9
verified fuzzy69
unresolved11
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 07714211-a4a2-47af-ab8c-c3d6a9edb12d · outbound

This paper cites The simple macroeconomics of ai.SSRN Electronic Journal.

Gym-Anything: Turn any Software into an Agent Environment The simple macroeconomics of ai.SSRN Electronic Journal

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:40:37.252219Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 4964570a-5d4b-4a53-adb0-ea815d935a01 · outbound

This paper cites Programming with pixels: Can computer-use agents do software engineering?.

Gym-Anything: Turn any Software into an Agent Environment Programming with pixels: Can computer-use agents do software engineering?

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-10T22:45:50.629439Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 9a699f00-c8fa-4877-ad89-f6401e310b18 · outbound

This paper cites The claude model family.

Gym-Anything: Turn any Software into an Agent Environment The claude model family

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:40:37.170431Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation d0d61b42-70e9-4bb5-a617-6b72f906f37f · outbound

This paper cites Digirl: Training in-the-wild device-control agents with autonomous reinforcement learning.

Gym-Anything: Turn any Software into an Agent Environment Digirl: Training in-the-wild device-control agents with autonomous reinforcement learning

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:40:37.314090Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 1a72794d-c3cf-4ef6-a8d8-dc630240c130 · outbound

This paper cites Qwen2.5-VL Technical Report.

Gym-Anything: Turn any Software into an Agent Environment Qwen2.5-VL Technical Report

Reference 5

Resolution: verified exact; local_arxiv, observed 2026-05-10T22:45:50.625216Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation dbb7bdbb-5c4d-40f1-b137-529eb33f20d6 · outbound

This paper cites WorkArena++: Towards compositional planning and reasoning-based common knowledge work tasks.

Gym-Anything: Turn any Software into an Agent Environment WorkArena++: Towards compositional planning and reasoning-based common knowledge work tasks

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:40:37.158065Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation f57c0a1c-b331-4616-84ff-d94bcbb600a7 · outbound

This paper cites Windows Agent Arena: Evaluating multi-modal OS agents at scale.

Gym-Anything: Turn any Software into an Agent Environment Windows Agent Arena: Evaluating multi-modal OS agents at scale

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:40:37.139810Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation f381355d-e912-47f2-8708-095a1f6847d5 · outbound

This paper cites OpenAI Gym.

Gym-Anything: Turn any Software into an Agent Environment OpenAI Gym

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:40:37.143748Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 7da18e6e-2043-4f28-b371-a027d5e5f198 · outbound

This paper cites Spider2-V: How far are multimodal agents from automat- ing data science and engineering workflows? In A.

Gym-Anything: Turn any Software into an Agent Environment Spider2-V: How far are multimodal agents from automat- ing data science and engineering workflows? In A

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:40:37.148310Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 93f59e97-6346-4a84-a380-450215cfe30d · outbound

This paper cites Gui-genesis: Automated synthesis of efficient environments with verifiable rewards for gui agent post-training.

Gym-Anything: Turn any Software into an Agent Environment Gui-genesis: Automated synthesis of efficient environments with verifiable rewards for gui agent post-training

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:40:37.376704Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation c5e05f10-f7a0-45cc-b475-93ef7e5b9d42 · outbound

This paper cites Mind2Web: Towards a generalist agent for the web.

Gym-Anything: Turn any Software into an Agent Environment Mind2Web: Towards a generalist agent for the web

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:40:37.445898Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 228223a4-e6cf-4196-bc2f-4352c227c73e · outbound

This paper cites Laradji, Manuel Del Verme, Tom Marty, David Vazquez, Nicolas Chapados, and Alexandre Lacoste.

Gym-Anything: Turn any Software into an Agent Environment Laradji, Manuel Del Verme, Tom Marty, David Vazquez, Nicolas Chapados, and Alexandre Lacoste

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:40:37.423249Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 8bbc90c7-a998-4ff6-8721-39c30e5d3fd2 · outbound

This paper cites Score the steps, not just the goal: Vlm-based subgoal evaluation for robotic manipulation.

Gym-Anything: Turn any Software into an Agent Environment Score the steps, not just the goal: Vlm-based subgoal evaluation for robotic manipulation

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:40:37.373958Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 89b61f45-f093-4c91-890d-f9b6c73dd60b · outbound

This paper cites Gpts are gpts: An early look at the labor market impact potential of large language models.

Gym-Anything: Turn any Software into an Agent Environment Gpts are gpts: An early look at the labor market impact potential of large language models

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:40:37.334984Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation c4c0873e-c560-4637-bb56-b9280733f333 · outbound

This paper cites Occupational, industry, and geographic exposure to artificial intelligence: A novel dataset and its potential uses.Strategic Management Journal, 42(12):2195–2217.

Gym-Anything: Turn any Software into an Agent Environment Occupational, industry, and geographic exposure to artificial intelligence: A novel dataset and its potential uses.Strategic Management Journal, 42(12):2195–2217

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:40:37.427347Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 615fc5c6-0f17-4474-b09d-724b3776a3b0 · outbound

This paper cites an unresolved cited work.

Gym-Anything: Turn any Software into an Agent Environment Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-05-16T04:40:37.391155Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 1fb88444-28f8-4851-ae19-fb6b17297769 · outbound

This paper cites Evilgenie: A reward hacking bench- mark.

Gym-Anything: Turn any Software into an Agent Environment Evilgenie: A reward hacking bench- mark

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:40:37.386820Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 29f4344c-4a4f-40af-b86d-ce656afe0ff5 · outbound

This paper cites AssistGUI: Task-oriented PC graphical user interface automation.

Gym-Anything: Turn any Software into an Agent Environment AssistGUI: Task-oriented PC graphical user interface automation

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:40:37.324148Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 26e9534f-61b7-4ddb-a311-a5ee12d40e14 · outbound

This paper cites Efficient agent training for computer use.

Gym-Anything: Turn any Software into an Agent Environment Efficient agent training for computer use

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:40:37.387077Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation be20b49e-4196-4b77-ab32-c13d084246e8 · outbound

This paper cites PC Agent: While You Sleep, AI Works -- A Cognitive Journey into Digital World.

Gym-Anything: Turn any Software into an Agent Environment PC Agent: While You Sleep, AI Works -- A Cognitive Journey into Digital World

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-05-10T22:45:50.594904Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation b8f54363-40b0-44ea-bb35-d4244efe87c4 · outbound

This paper cites Agentgen: Enhancing planning abilities for large language model based agent via environment and task generation.

Gym-Anything: Turn any Software into an Agent Environment Agentgen: Enhancing planning abilities for large language model based agent via environment and task generation

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:40:37.362730Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 783f1625-e685-43c5-b6db-73c196fdf6a4 · outbound

This paper cites OmniACT: A dataset and benchmark for enabling multi- modal generalist autonomous agents for desktop and web.

Gym-Anything: Turn any Software into an Agent Environment OmniACT: A dataset and benchmark for enabling multi- modal generalist autonomous agents for desktop and web

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:40:37.463943Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 41d3e2f5-cdc9-4d24-bfa9-b63c3018e9c1 · outbound

This paper cites VisualWebArena: Evaluating multimodal agents on realistic visual web tasks.

Gym-Anything: Turn any Software into an Agent Environment VisualWebArena: Evaluating multimodal agents on realistic visual web tasks

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:40:37.459827Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation a711e0a1-661c-4ea7-ba46-f86e2625b3e7 · outbound

This paper cites On the effects of data scale on UI control agents.

Gym-Anything: Turn any Software into an Agent Environment On the effects of data scale on UI control agents

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:40:37.371739Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation a3a99d57-fdfd-44d2-a175-ad8d60ba12e4 · outbound

This paper cites Wildbench: Benchmarking llms with challenging tasks from real users in the wild.

Gym-Anything: Turn any Software into an Agent Environment Wildbench: Benchmarking llms with challenging tasks from real users in the wild

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:40:37.456063Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 0ad24891-3ff0-493d-897b-36e40967d8ef · outbound

This paper cites Reinforcement Learning on Web Interfaces Using Workflow-Guided Exploration.

Gym-Anything: Turn any Software into an Agent Environment Reinforcement Learning on Web Interfaces Using Workflow-Guided Exploration

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-05-10T22:45:50.613667Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 8b26f2a6-4425-49e5-85cd-60d316d543b9 · outbound

This paper cites Liu, Kevin Lin, John Hewitt, Ashwin Paranjape, Michele Bevilacqua, Fabio Petroni, and Percy Liang.

Gym-Anything: Turn any Software into an Agent Environment Liu, Kevin Lin, John Hewitt, Ashwin Paranjape, Michele Bevilacqua, Fabio Petroni, and Percy Liang

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:40:37.429239Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 13cc0d86-a781-4ce1-9f97-f39da0023d8a · outbound

This paper cites Agentinstruct: Toward generative teaching with agentic flows.

Gym-Anything: Turn any Software into an Agent Environment Agentinstruct: Toward generative teaching with agentic flows

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:40:37.431241Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation bdafeafe-7186-440b-8ba8-9bde0592c764 · outbound

This paper cites Bagel: Bootstrapping agents by guiding exploration with language.

Gym-Anything: Turn any Software into an Agent Environment Bagel: Bootstrapping agents by guiding exploration with language

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:40:37.339563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation b3fb9e5a-9a5d-4d26-baf7-0bff4365aeae · outbound

This paper cites Explorer: Scaling exploration-driven web trajectory synthesis for multimodal web agents.

Gym-Anything: Turn any Software into an Agent Environment Explorer: Scaling exploration-driven web trajectory synthesis for multimodal web agents

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:40:37.282044Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 2520b470-a6d4-48f5-aa57-660df9cd5693 · outbound

This paper cites Training software engineering agents and verifiers with swe-gym.

Gym-Anything: Turn any Software into an Agent Environment Training software engineering agents and verifiers with swe-gym

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:40:37.260989Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 1eaac59e-825d-4aaf-915d-38fd4e45058d · outbound

This paper cites Au- tonomous evaluation and refinement of digital agents.

Gym-Anything: Turn any Software into an Agent Environment Au- tonomous evaluation and refinement of digital agents

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:40:37.327990Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 50bf3457-859c-47e3-b649-19a508befb6a · outbound

This paper cites Kim, Patrick Chao, Samuel Miserendino, Gildas Chabot, David Li, Michael Sharman, Alexandra Barr, Amelia Glaese, and Jerry Tworek.

Gym-Anything: Turn any Software into an Agent Environment Kim, Patrick Chao, Samuel Miserendino, Gildas Chabot, David Li, Michael Sharman, Alexandra Barr, Amelia Glaese, and Jerry Tworek

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:40:37.355292Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 2e2e9423-afa4-4480-831b-1fe36531dbdb · outbound

This paper cites Peterson, Michael D.

Gym-Anything: Turn any Software into an Agent Environment Peterson, Michael D

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:40:37.267144Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 2fbc73b1-80a3-4baa-921b-abd70a7a5fda · outbound

This paper cites Webrl: Training llm web agents via self-evolving online curriculum reinforcement learning.

Gym-Anything: Turn any Software into an Agent Environment Webrl: Training llm web agents via self-evolving online curriculum reinforcement learning

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:40:37.409983Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation def9d870-5fc3-4ca9-b758-4330756061d5 · outbound

This paper cites Ui-tars: Pioneering automated gui interaction with native agents.

Gym-Anything: Turn any Software into an Agent Environment Ui-tars: Pioneering automated gui interaction with native agents

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:40:37.313708Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 696a75ea-d754-4256-a4c4-c9769cafef35 · outbound

This paper cites AndroidWorld: A Dynamic Benchmarking Environment for Autonomous Agents.

Gym-Anything: Turn any Software into an Agent Environment AndroidWorld: A Dynamic Benchmarking Environment for Autonomous Agents

Reference 37

Resolution: verified exact; arxiv_id, observed 2026-05-13T12:06:13.928391Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation ea061c39-e698-41c5-8e37-e573b7d45530 · outbound

This paper cites An- droidInTheWild: A large-scale dataset for Android device control.

Gym-Anything: Turn any Software into an Agent Environment An- droidInTheWild: A large-scale dataset for Android device control

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:40:37.364653Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation f8147aa9-ddab-4f0b-b257-ce19585858a4 · outbound

This paper cites The illusion of diminishing returns: Measuring long horizon execution in llms.

Gym-Anything: Turn any Software into an Agent Environment The illusion of diminishing returns: Measuring long horizon execution in llms

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:40:37.335251Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation df32b012-51ac-4dc1-b41d-8f13b16a4b08 · outbound

This paper cites Os-genesis: Automating gui agent trajectory construction via reverse task synthesis.

Gym-Anything: Turn any Software into an Agent Environment Os-genesis: Automating gui agent trajectory construction via reverse task synthesis

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:40:37.401420Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 11be83e9-b2d7-4ef3-a066-37d4750b7e19 · outbound

This paper cites ScienceBoard: Evaluating Multimodal Autonomous Agents in Realistic Scientific Workflows.

Gym-Anything: Turn any Software into an Agent Environment ScienceBoard: Evaluating Multimodal Autonomous Agents in Realistic Scientific Workflows

Reference 41

Resolution: verified exact; local_arxiv, observed 2026-05-10T22:45:50.608966Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 6ba4af2c-ff55-4397-ab29-7a71fffde8ec · outbound

This paper cites Seagent: Self-evolving computer use agent with autonomous learning from experience.

Gym-Anything: Turn any Software into an Agent Environment Seagent: Self-evolving computer use agent with autonomous learning from experience

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:40:37.278637Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 2aa08d4e-ae9c-4d10-b0c4-ae7110222d4e · outbound

This paper cites an unresolved cited work.

Gym-Anything: Turn any Software into an Agent Environment Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-05-16T04:40:37.450930Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 35d27494-b206-40b0-96cb-47564bfeb305 · outbound

This paper cites Gymnasium: A Standard Interface for Reinforcement Learning Environments.

Gym-Anything: Turn any Software into an Agent Environment Gymnasium: A Standard Interface for Reinforcement Learning Environments

Reference 44

Resolution: verified exact; arxiv_id, observed 2026-05-11T17:29:49.696310Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 1eb69914-b2f0-4c88-989e-b1cc1ce1c6ed · outbound

This paper cites Bureau of Economic Analysis.

Gym-Anything: Turn any Software into an Agent Environment Bureau of Economic Analysis

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:40:37.425284Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation f760168c-1a73-44b0-9bc7-023bf2fd1ed5 · outbound

This paper cites Bureau of Labor Statistics.

Gym-Anything: Turn any Software into an Agent Environment Bureau of Labor Statistics

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:40:37.320796Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 85e8e26f-0608-4dcc-90d1-00619255a55e · outbound

This paper cites Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution.

Gym-Anything: Turn any Software into an Agent Environment Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution

Reference 47

Resolution: verified exact; local_arxiv, observed 2026-05-10T22:45:50.585979Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation ffdb14b1-d41d-4d04-80c4-d4f7006004a7 · outbound

This paper cites Charles, Zhilin Yang, and Tao Yu.

Gym-Anything: Turn any Software into an Agent Environment Charles, Zhilin Yang, and Tao Yu

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:40:37.406384Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 0917169f-fb05-4d9a-9428-5b2a4f84b694 · outbound

This paper cites Smith, Daniel Khashabi, and Hannaneh Hajishirzi.

Gym-Anything: Turn any Software into an Agent Environment Smith, Daniel Khashabi, and Hannaneh Hajishirzi

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:40:37.406027Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation c7958829-c610-482c-afc0-c7885675dade · outbound

This paper cites Agent world model: Infinity synthetic environments for agentic reinforcement learning.

Gym-Anything: Turn any Software into an Agent Environment Agent world model: Infinity synthetic environments for agentic reinforcement learning

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:40:37.414565Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 5a72bbea-1a8d-4cb5-9df8-9c503437fd4d · outbound

This paper cites How well does agent development reflect real-world work?.

Gym-Anything: Turn any Software into an Agent Environment How well does agent development reflect real-world work?

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:40:37.467981Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 34ac8eaf-1c43-41a5-8096-b9f389f63255 · outbound

This paper cites Os-atlas: A foundation action model for generalist gui agents.

Gym-Anything: Turn any Software into an Agent Environment Os-atlas: A foundation action model for generalist gui agents

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:40:37.367068Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation ffaa2c9e-26a7-483f-88c2-50a599f0a158 · outbound

This paper cites OSWorld: Benchmarking multimodal agents for open-ended tasks in real computer environments.

Gym-Anything: Turn any Software into an Agent Environment OSWorld: Benchmarking multimodal agents for open-ended tasks in real computer environments

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:40:37.391487Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation e964a26b-7559-4184-8bfe-40862a2e010b · outbound

This paper cites Wizardlm: Empowering large pre-trained language models to follow complex instructions.

Gym-Anything: Turn any Software into an Agent Environment Wizardlm: Empowering large pre-trained language models to follow complex instructions

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:40:37.295419Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation e3f36652-cad5-4ce1-b0a3-63a1f06c768e · outbound

This paper cites Xu, Yufan Song, Boxuan Li, Yuxuan Tang, Kritanjali Jain, Mengxue Bao, Zora Z.

Gym-Anything: Turn any Software into an Agent Environment Xu, Yufan Song, Boxuan Li, Yuxuan Tang, Kritanjali Jain, Mengxue Bao, Zora Z

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:40:37.161455Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 161208ec-569f-447b-9c67-8f70bd6ee55b · outbound

This paper cites AgentTrek: Agent Trajectory Synthesis via Guiding Replay with Web Tutorials.

Gym-Anything: Turn any Software into an Agent Environment AgentTrek: Agent Trajectory Synthesis via Guiding Replay with Web Tutorials

Reference 56

Resolution: verified exact; arxiv_id, observed 2026-05-10T22:45:50.590776Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 8cc6c096-be32-45b2-a4f2-a17ad21581e6 · outbound

This paper cites Stronger models are not always stronger teachers for instruction tuning.

Gym-Anything: Turn any Software into an Agent Environment Stronger models are not always stronger teachers for instruction tuning

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:40:37.226227Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 800796aa-a183-455e-8a59-ecf0decb4dd8 · outbound

This paper cites Qwen3 technical report.

Gym-Anything: Turn any Software into an Agent Environment Qwen3 technical report

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:40:37.359145Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 0bc59294-3d25-4fee-8df6-4ebc7c5823c9 · outbound

This paper cites Holodeck: Language guided generation of 3d embodied ai environments.

Gym-Anything: Turn any Software into an Agent Environment Holodeck: Language guided generation of 3d embodied ai environments

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:40:37.355986Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation e833681e-f607-4ddc-814b-b129633f598d · outbound

This paper cites Autoenv: Automated environments for measuring cross-environment agent learning.

Gym-Anything: Turn any Software into an Agent Environment Autoenv: Automated environments for measuring cross-environment agent learning

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:40:37.369406Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 3cb057c5-68c5-4958-b690-539861aab354 · outbound

This paper cites Xing, Hao Zhang, Joseph E.

Gym-Anything: Turn any Software into an Agent Environment Xing, Hao Zhang, Joseph E

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:40:37.243848Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 97d11ec6-3171-4003-bd94-9bef139e28c0 · outbound

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

Gym-Anything: Turn any Software into an Agent Environment WebArena: A Realistic Web Environment for Building Autonomous Agents

Reference 62

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T22:45:50.582345Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 76fd91a8-e251-447e-ab7e-cb3e8a45a498 · outbound

This paper cites Proposer-agent-evaluator(pae): Autonomous skill discovery for foundation model internet agents.

Gym-Anything: Turn any Software into an Agent Environment Proposer-agent-evaluator(pae): Autonomous skill discovery for foundation model internet agents

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:40:37.293816Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 136e0804-1cee-4a53-941e-a93fe404ec55 · outbound

This paper cites Training versatile coding agents in synthetic environments.

Gym-Anything: Turn any Software into an Agent Environment Training versatile coding agents in synthetic environments

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:40:37.300178Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation cf1501b3-1b2e-4541-9257-fa2bc389a3c3 · outbound

This paper cites Agent-as-a-judge: Evaluate agents with agents.

Gym-Anything: Turn any Software into an Agent Environment Agent-as-a-judge: Evaluate agents with agents

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:40:37.203268Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 0d69e4ef-5a66-4ff3-8d0e-9562c917755b · outbound

This paper cites an unresolved cited work.

Gym-Anything: Turn any Software into an Agent Environment Unresolved cited work

Reference 66

Resolution: unresolved; raw_fallback, observed 2026-05-16T04:40:37.286363Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 6c40fa9c-4a5d-4930-b80f-1f148b53ddbd · outbound

This paper cites What software categories does each occupation use?.

Gym-Anything: Turn any Software into an Agent Environment What software categories does each occupation use?

Reference 67

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:40:37.348078Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 8fb67180-f7c1-4056-8fae-9ba42e8d1033 · outbound

This paper cites Returns{passed, score, feedback}.

Gym-Anything: Turn any Software into an Agent Environment Returns{passed, score, feedback}

Reference 68

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:40:37.401865Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation a3113901-a3b0-4eab-8d63-cf230f5166c2 · outbound

This paper cites envs/libreoffice_calc/env.json.

Gym-Anything: Turn any Software into an Agent Environment envs/libreoffice_calc/env.json

Reference 69

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:40:37.432817Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 16c083d9-21cc-4dde-8174-718c150320ce · outbound

This paper cites an unresolved cited work.

Gym-Anything: Turn any Software into an Agent Environment Unresolved cited work

Reference 70

Resolution: unresolved; raw_fallback, observed 2026-05-16T04:40:37.256265Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 91dff05a-b480-400f-99be-5e2ad6bdb1ba · outbound

This paper cites an unresolved cited work.

Gym-Anything: Turn any Software into an Agent Environment Unresolved cited work

Reference 71

Resolution: unresolved; raw_fallback, observed 2026-05-16T04:40:37.378298Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 9862c3cb-d7bc-476f-bb1a-5c2f83dfea68 · outbound

This paper cites an unresolved cited work.

Gym-Anything: Turn any Software into an Agent Environment Unresolved cited work

Reference 72

Resolution: unresolved; raw_fallback, observed 2026-05-16T04:40:37.348498Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation d0d63eda-14ec-4b7b-885a-43eb7350b349 · outbound

This paper cites an unresolved cited work.

Gym-Anything: Turn any Software into an Agent Environment Unresolved cited work

Reference 73

Resolution: unresolved; raw_fallback, observed 2026-05-16T04:40:37.441085Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 45387c91-e87b-42aa-bd35-5b6d9f2353b5 · outbound

This paper cites {task_id}.

Gym-Anything: Turn any Software into an Agent Environment {task_id}

Reference 74

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:40:37.396427Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 6da24d16-8e40-4a57-bb4b-457ca9a0d8b7 · outbound

This paper cites Items should be ordered from earliest to latest.

Gym-Anything: Turn any Software into an Agent Environment Items should be ordered from earliest to latest

Reference 75

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:40:37.297675Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation fbdecef7-827a-4e94-9d6a-c3d99d5cc35f · outbound

This paper cites privileged_info_for_vlm.

Gym-Anything: Turn any Software into an Agent Environment privileged_info_for_vlm

Reference 76

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:40:37.309098Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 1f2f6003-224f-47b6-9913-535299e3ab25 · outbound

This paper cites an unresolved cited work.

Gym-Anything: Turn any Software into an Agent Environment Unresolved cited work

Reference 77

Resolution: unresolved; raw_fallback, observed 2026-05-16T04:40:37.278261Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation b9bd28da-536c-45fe-b245-c73676dc184b · outbound

This paper cites an unresolved cited work.

Gym-Anything: Turn any Software into an Agent Environment Unresolved cited work

Reference 78

Resolution: unresolved; raw_fallback, observed 2026-05-16T04:40:37.222551Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation c7ec92ef-f41f-4ab7-a726-8e5cd91855f1 · outbound

This paper cites What’s New in Ladybug.

Gym-Anything: Turn any Software into an Agent Environment What’s New in Ladybug

Reference 79

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:40:37.304389Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 4418bef0-707d-405d-8f4b-803a995abe58 · outbound

This paper cites identify top talkers.

Gym-Anything: Turn any Software into an Agent Environment identify top talkers

Reference 80

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:40:37.290180Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 223df659-2b44-407b-8d60-716d9b6dd376 · outbound

This paper cites 3.http.cap with 43 packetsmakes protocol hierarchy trivially readable.

Gym-Anything: Turn any Software into an Agent Environment 3.http.cap with 43 packetsmakes protocol hierarchy trivially readable

Reference 81

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:40:37.411600Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation d3e7126d-e010-40f9-bf6d-3de2a7f65f26 · outbound

This paper cites complete at least the first few practice trials by pressing the left or right arrow key to indicate the direction of the center arrow.

Gym-Anything: Turn any Software into an Agent Environment complete at least the first few practice trials by pressing the left or right arrow key to indicate the direction of the center arrow

Reference 82

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:40:37.437120Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation b360ce16-0fb5-4623-9230-0e0e43ffb0d3 · outbound

This paper cites an unresolved cited work.

Gym-Anything: Turn any Software into an Agent Environment Unresolved cited work

Reference 83

Resolution: unresolved; raw_fallback, observed 2026-05-16T04:40:37.471915Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation fb2c1c11-4363-4dcb-8744-ba1a18683921 · outbound

This paper cites an unresolved cited work.

Gym-Anything: Turn any Software into an Agent Environment Unresolved cited work

Reference 84

Resolution: unresolved; raw_fallback, observed 2026-05-16T04:40:37.339871Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 261cf8a2-9c3b-413c-9b27-2eb9f7b50722 · outbound

This paper cites so simple trickery of making it artificially knowledge intensive or fact based wouldn’t help.

Gym-Anything: Turn any Software into an Agent Environment so simple trickery of making it artificially knowledge intensive or fact based wouldn’t help

Reference 85

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:40:37.416680Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 58cb763f-545d-467a-a6d7-a16173908f2f · outbound

This paper cites For instance, we can chain 100s of different subtasks, and that would naturally make it extremely time taking and an agent will likely fail.

Gym-Anything: Turn any Software into an Agent Environment For instance, we can chain 100s of different subtasks, and that would naturally make it extremely time taking and an agent will likely fail

Reference 86

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:40:37.317285Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 1fc08442-e56e-4899-9e7c-84ba7ee958df · outbound

This paper cites The task should really stress test the agent’s ability to plan and execute over a long horizon.

Gym-Anything: Turn any Software into an Agent Environment The task should really stress test the agent’s ability to plan and execute over a long horizon

Reference 87

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:40:37.360593Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 73722f3f-ed65-40e0-9829-59970a87e53a · outbound

This paper cites For instance, tasks like make a good presentation is subjective, because definition of “good” is unclear.

Gym-Anything: Turn any Software into an Agent Environment For instance, tasks like make a good presentation is subjective, because definition of “good” is unclear

Reference 88

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:40:37.331182Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation ee5b6e5f-d3cb-4660-958d-8ad44ec8d221 · outbound

This paper cites Ask this question, if a person was given this task, would they be using this software? if not, that implies its a bad task, since it is not software-relevant.

Gym-Anything: Turn any Software into an Agent Environment Ask this question, if a person was given this task, would they be using this software? if not, that implies its a bad task, since it is not software-relevant

Reference 89

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:40:37.302330Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 1d1c7977-4d0d-49ab-9981-ad96c497e1b5 · outbound

This paper cites verified.

Gym-Anything: Turn any Software into an Agent Environment verified

Reference 90

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:40:37.421174Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Pith citing papers

Observation 5fe59590-fc80-49eb-af90-029dde06ee53 · inbound

Securing Computer-Use Agents: A Unified Architecture-Lifecycle Framework for Deployment-Grounded Reliability cites this paper.

Securing Computer-Use Agents: A Unified Architecture-Lifecycle Framework for Deployment-Grounded Reliability Gym-Anything: Turn any Software into an Agent Environment

Reference 40

Resolution: verified exact; local_arxiv, observed 2026-05-11T04:35:56.642982Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 3514e797-ebd6-47c9-93a6-b31d51f9c588 · inbound

ShopGym: An Integrated Framework for Realistic Simulation and Scalable Benchmarking of E-Commerce Web Agents cites this paper.

ShopGym: An Integrated Framework for Realistic Simulation and Scalable Benchmarking of E-Commerce Web Agents Gym-Anything: Turn any Software into an Agent Environment

Reference 1

Resolution: verified exact; local_arxiv, observed 2026-05-20T17:58:49.649050Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation a0647c0d-5acd-4c1f-a9d4-e0a3580d4747 · inbound

OpenComputer: Verifiable Software Worlds for Computer-Use Agents cites this paper.

OpenComputer: Verifiable Software Worlds for Computer-Use Agents Gym-Anything: Turn any Software into an Agent Environment

Reference 2

Resolution: verified exact; local_arxiv, observed 2026-05-20T06:33:05.786103Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 5366bd15-c822-498a-b769-7766d7cf1a4e · inbound

CUA-Gym: Scaling Verifiable Training Environments and Tasks for Computer-Use Agents cites this paper.

CUA-Gym: Scaling Verifiable Training Environments and Tasks for Computer-Use Agents Gym-Anything: Turn any Software into an Agent Environment

Reference 1

Resolution: verified exact; local_arxiv, observed 2026-06-29T21:43:59.188253Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 4958db32-f347-4515-bca7-93b5078eb402 · inbound

Claw-Anything: Benchmarking Always-On Personal Assistants with Broader Access to User's Digital World cites this paper.

Claw-Anything: Benchmarking Always-On Personal Assistants with Broader Access to User's Digital World Gym-Anything: Turn any Software into an Agent Environment

Reference 1

Resolution: verified exact; local_arxiv, observed 2026-06-29T21:33:58.810863Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation ef96c5a8-a16a-40fc-92e5-d465eed31490 · inbound

Multi-Agent Computer Use cites this paper.

Multi-Agent Computer Use Gym-Anything: Turn any Software into an Agent Environment

Reference 2

Resolution: verified exact; local_arxiv, observed 2026-07-02T01:06:25.096457Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation d8cfd8b1-1faa-4af4-befe-706c3b5a1cd2 · inbound

VISUALSKILL: Multimodal Skills for Computer-Use Agents cites this paper.

VISUALSKILL: Multimodal Skills for Computer-Use Agents Gym-Anything: Turn any Software into an Agent Environment

Reference 2

Resolution: verified exact; local_arxiv, observed 2026-07-03T21:28:58.594247Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 6bb7fddf-f451-465f-bc2d-5ec090ac454a · inbound

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

PhoneBuddy: Training Open Models for Agentic Phone Use Gym-Anything: Turn any Software into an Agent Environment

Reference 44

Resolution: metadata mismatch; local_arxiv, observed 2026-07-04T10:59:46.559632Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 3a245af3-fe9d-4d63-909e-5007aaa487cc · inbound

SearchEyes: Towards Frontier Multimodal Deep Search Intelligence via Search World Simulation cites this paper.

SearchEyes: Towards Frontier Multimodal Deep Search Intelligence via Search World Simulation Gym-Anything: Turn any Software into an Agent Environment

Reference 28

Resolution: verified exact; local_arxiv, observed 2026-07-08T20:05:34.042978Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation a1da227e-1749-4790-8b43-39c31b965e5a · inbound

SeekJudge: A Practical Reward Framework for Reinforcement Learning in Computer-Use Agents cites this paper.

SeekJudge: A Practical Reward Framework for Reinforcement Learning in Computer-Use Agents Gym-Anything: Turn any Software into an Agent Environment

Reference 20

Resolution: unresolved; no resolver link, observed 2026-07-31T23:58:28.824118Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dad33717-ee1b-4e73-9c3e-6c070d8b1ead · inbound

Echoverse: Deep, Evolving Environments for Training Computer-Use Agents at Scale cites this paper.

Echoverse: Deep, Evolving Environments for Training Computer-Use Agents at Scale Gym-Anything: Turn any Software into an Agent Environment

Reference 35

Resolution: unresolved; no resolver link, observed 2026-07-31T18:39:43.945347Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.