Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-07-11T07:12:02.239732Z
Paper Citation Record · LEDGER
GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks
As of 8 August 2026, this Paper Citation Record lists 100 of 115 outbound references and 0 inbound Pith citation observations for arXiv:2607.05369.
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 2026-08-08T06:32:00.761636+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
100 of 115 outbound references displayed
- verified exact1
- verified fuzzy0
- unresolved99
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 19a48f4a-e368-44e4-bbad-afa344648a4f · outbound
This paper cites Macenski, T.
GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks Macenski, T
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-07-11T07:12:02.239732Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1d0da21b-e061-4153-a229-da1f750115fe · outbound
This paper cites Murali, B.
GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks Murali, B
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-07-11T07:12:02.239732Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9150f9f9-fb50-4f1f-a90e-71775ea833e8 · outbound
This paper cites Isaac Sim, 2025.
GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks Isaac Sim, 2025
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-07-11T07:12:02.239732Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0d69fd2b-abd4-479c-b50f-8450a3b058d8 · outbound
This paper cites OpenVLA: An Open-Source Vision-Language-Action Model.
GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks OpenVLA: An Open-Source Vision-Language-Action Model
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-07-11T07:12:02.239732Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d43eaa60-8a9c-4697-80db-7ecd8e20b00c · outbound
This paper cites $\pi_0$: A Vision-Language-Action Flow Model for General Robot Control.
GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks $\pi_0$: A Vision-Language-Action Flow Model for General Robot Control
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-07-11T07:12:02.239732Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fa31b72a-e50f-4998-8388-9bba88f0deef · outbound
This paper cites an unresolved cited work.
GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks Unresolved cited work
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-07-11T07:12:02.239732Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c4b2beab-3ba5-4477-83bc-c6220315f131 · outbound
This paper cites MolmoAct2: Action Reasoning Models for Real-world Deployment.
GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks MolmoAct2: Action Reasoning Models for Real-world Deployment
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-07-11T07:12:02.239732Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5ee9ae7b-f966-429f-8806-a85ec7f26cf7 · outbound
This paper cites Black, N.
GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks Black, N
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-07-11T07:12:02.239732Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f9f579a3-6244-406c-a0a7-2636e5435a77 · outbound
This paper cites Zawalski, W.
GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks Zawalski, W
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-07-11T07:12:02.239732Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 87a66a06-785b-4517-9192-2f63c7e62a7c · outbound
This paper cites an unresolved cited work.
GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks Unresolved cited work
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-07-11T07:12:02.239732Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6534ea14-30cc-4de4-95f4-403ffd3246cd · outbound
This paper cites Goldberg.
GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks Goldberg
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-07-11T07:12:02.239732Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b55b0567-f7b6-4141-87ba-88c3be9e925e · outbound
This paper cites Solowjow, I.
GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks Solowjow, I
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-07-11T07:12:02.239732Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d712e8b1-83f3-4c4e-a8a2-2e222c71b941 · outbound
This paper cites Adebola, T.
GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks Adebola, T
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-07-11T07:12:02.239732Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 79487c53-0287-4e41-95a6-e77b08221d0d · outbound
This paper cites an unresolved cited work.
GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks Unresolved cited work
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-07-11T07:12:02.239732Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4fc49861-e6a1-47a0-9952-64538036921e · outbound
This paper cites Adebola, R.
GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks Adebola, R
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-07-11T07:12:02.239732Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 423dc868-ee29-4839-b37c-77c298fe1cd8 · outbound
This paper cites Qwen3.5-Omni Technical Report.
GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks Qwen3.5-Omni Technical Report
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-07-11T07:12:02.239732Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation aeb7919b-97f1-4be8-9e88-889e5d92b472 · outbound
This paper cites Qwen3 Technical Report.
GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks Qwen3 Technical Report
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-07-11T07:12:02.239732Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9ee50696-6613-43d7-b897-442da2fd5207 · outbound
This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.
GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-07-11T07:12:02.239732Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e8d2d0e1-d5af-49f8-871b-d8a2bda0ca7e · outbound
This paper cites Radford, J.
GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks Radford, J
Reference 19
- Resolution
- unresolved
- no resolver link, observed 2026-07-11T07:12:02.239732Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 911ec530-27fe-4e8b-b0d2-036f862cecbe · outbound
This paper cites An Introduction to Vision-Language Modeling.
GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks An Introduction to Vision-Language Modeling
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-07-11T07:12:02.239732Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a12da797-2936-4f79-a27d-875ac2db1d7f · outbound
This paper cites Gemini Robotics: Bringing AI into the Physical World.
GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks Gemini Robotics: Bringing AI into the Physical World
Reference 21
- Resolution
- unresolved
- no resolver link, observed 2026-07-11T07:12:02.239732Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6fc046a4-8001-45ad-8de2-8ecd742691b5 · outbound
This paper cites Huang, C.
GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks Huang, C
Reference 22
- Resolution
- unresolved
- no resolver link, observed 2026-07-11T07:12:02.239732Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d742c4a8-1537-4dcb-9ba6-9e00e598493a · outbound
This paper cites an unresolved cited work.
GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks Unresolved cited work
Reference 23
- Resolution
- unresolved
- no resolver link, observed 2026-07-11T07:12:02.239732Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a2cb2801-817b-4556-b03a-847fb5cf7f6e · outbound
This paper cites Claude 3.5 Sonnet.
GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks Claude 3.5 Sonnet
Reference 24
- Resolution
- unresolved
- no resolver link, observed 2026-07-11T07:12:02.239732Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a69fc8df-4e05-42f4-9600-863bdf6fc41c · outbound
This paper cites an unresolved cited work.
GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks Unresolved cited work
Reference 25
- Resolution
- unresolved
- no resolver link, observed 2026-07-11T07:12:02.239732Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f95f24b6-55a4-43e1-bbbb-228effd888f6 · outbound
This paper cites an unresolved cited work.
GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks Unresolved cited work
Reference 26
- Resolution
- unresolved
- no resolver link, observed 2026-07-11T07:12:02.239732Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6fdd48a9-01e3-432e-8199-bcdfcccdc787 · outbound
This paper cites Harness design for long-running application development.
GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks Harness design for long-running application development
Reference 27
- Resolution
- unresolved
- no resolver link, observed 2026-07-11T07:12:02.239732Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4747ce6e-fdf3-4d82-9634-82e7d95a849e · outbound
This paper cites Liang, W.
GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks Liang, W
Reference 28
- Resolution
- unresolved
- no resolver link, observed 2026-07-11T07:12:02.239732Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fd8340d1-e1c8-49b5-8204-2e9fe46c168a · outbound
This paper cites CaP-X: A Framework for Benchmarking and Improving Coding Agents for Robot Manipulation.
GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks CaP-X: A Framework for Benchmarking and Improving Coding Agents for Robot Manipulation
Reference 31
- Resolution
- unresolved
- no resolver link, observed 2026-07-11T07:12:02.239732Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 29ab6c70-ab72-4498-a228-0a43335e070a · outbound
This paper cites an unresolved cited work.
GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks Unresolved cited work
Reference 32
- Resolution
- unresolved
- no resolver link, observed 2026-07-11T07:12:02.239732Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f83ddebe-b1dd-44d3-a01e-738b17cf1524 · outbound
This paper cites an unresolved cited work.
GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks Unresolved cited work
Reference 33
- Resolution
- unresolved
- no resolver link, observed 2026-07-11T07:12:02.239732Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6bebb313-6d47-458f-9b95-7f981c8a8a37 · outbound
This paper cites an unresolved cited work.
GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks Unresolved cited work
Reference 34
- Resolution
- unresolved
- no resolver link, observed 2026-07-11T07:12:02.239732Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a73ca50d-351a-4124-ab5c-14ee8d5d05eb · outbound
This paper cites an unresolved cited work.
GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks Unresolved cited work
Reference 35
- Resolution
- unresolved
- no resolver link, observed 2026-07-11T07:12:02.239732Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 941613a6-63fc-4e72-abfe-374f58785bf2 · outbound
This paper cites Levine, C.
GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks Levine, C
Reference 36
- Resolution
- unresolved
- no resolver link, observed 2026-07-11T07:12:02.239732Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 78d98d94-283d-4f93-aa45-028fe14f62f9 · outbound
This paper cites an unresolved cited work.
GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks Unresolved cited work
Reference 37
- Resolution
- unresolved
- no resolver link, observed 2026-07-11T07:12:02.239732Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1c938f5a-6015-46ec-8487-afbd59342ebd · outbound
This paper cites an unresolved cited work.
GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks Unresolved cited work
Reference 38
- Resolution
- unresolved
- no resolver link, observed 2026-07-11T07:12:02.239732Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bf3e3c44-7e5b-4b0a-ab29-31f465b3bdb9 · outbound
This paper cites an unresolved cited work.
GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks Unresolved cited work
Reference 39
- Resolution
- unresolved
- no resolver link, observed 2026-07-11T07:12:02.239732Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0d190ca2-b69f-4238-82a9-670ccd7d9aa6 · outbound
This paper cites Bucker, P.
GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks Bucker, P
Reference 40
- Resolution
- unresolved
- no resolver link, observed 2026-07-11T07:12:02.239732Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cf87fb62-6da2-463c-b8aa-3be5b9e399e3 · outbound
This paper cites an unresolved cited work.
GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks Unresolved cited work
Reference 41
- Resolution
- unresolved
- no resolver link, observed 2026-07-11T07:12:02.239732Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation aad04445-427c-4a36-a1ca-35cbb5e8ca6c · outbound
This paper cites an unresolved cited work.
GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks Unresolved cited work
Reference 42
- Resolution
- unresolved
- no resolver link, observed 2026-07-11T07:12:02.239732Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a126eda6-f0ae-4699-a888-52765c98fc44 · outbound
This paper cites Curtis, N.
GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks Curtis, N
Reference 43
- Resolution
- unresolved
- no resolver link, observed 2026-07-11T07:12:02.239732Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d24daf3f-a3e0-4501-aa23-b9ffa3e0a929 · outbound
This paper cites an unresolved cited work.
GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks Unresolved cited work
Reference 44
- Resolution
- unresolved
- no resolver link, observed 2026-07-11T07:12:02.239732Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 80b613eb-a70b-49a9-92e5-ab691f760770 · outbound
This paper cites Kumar, W.
GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks Kumar, W
Reference 45
- Resolution
- unresolved
- no resolver link, observed 2026-07-11T07:12:02.239732Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3e06be2f-d0e9-4615-b106-37ad6355b037 · outbound
This paper cites an unresolved cited work.
GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks Unresolved cited work
Reference 46
- Resolution
- unresolved
- no resolver link, observed 2026-07-11T07:12:02.239732Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6fa0f689-e6e3-4db2-8dce-45cbb1297ed2 · outbound
This paper cites an unresolved cited work.
GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks Unresolved cited work
Reference 47
- Resolution
- unresolved
- no resolver link, observed 2026-07-11T07:12:02.239732Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 910d09dc-c47c-4f83-a23a-d6b31b43a2de · outbound
This paper cites an unresolved cited work.
GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks Unresolved cited work
Reference 48
- Resolution
- verified exact
- doi, observed 2026-07-11T07:17:51.508505Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 69688f5f-2acd-4b51-9aef-6580997f63fb · outbound
This paper cites an unresolved cited work.
GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks Unresolved cited work
Reference 49
- Resolution
- unresolved
- no resolver link, observed 2026-07-11T07:12:02.239732Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 856d5e89-e0de-4b0a-867a-c1e2e132e5ad · outbound
This paper cites an unresolved cited work.
GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks Unresolved cited work
Reference 50
- Resolution
- unresolved
- no resolver link, observed 2026-07-11T07:12:02.239732Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1c8f8662-ba55-46aa-97ed-88c571da32dd · outbound
This paper cites GPT-4o System Card.
GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks GPT-4o System Card
Reference 51
- Resolution
- unresolved
- no resolver link, observed 2026-07-11T07:12:02.239732Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 78972d07-b2b5-4086-8f8f-1ecebb6f6f71 · outbound
This paper cites Claude 3.5 Sonnet.
GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks Claude 3.5 Sonnet
Reference 52
- Resolution
- unresolved
- no resolver link, observed 2026-07-11T07:12:02.239732Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e8ad1ad8-753e-48e9-bfee-483ecdc32cc6 · outbound
This paper cites Kavukcuoglu.
GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks Kavukcuoglu
Reference 53
- Resolution
- unresolved
- no resolver link, observed 2026-07-11T07:12:02.239732Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 350a8aaa-ad58-4eb8-8e70-6561336fc6f3 · outbound
This paper cites Zhang, J.
GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks Zhang, J
Reference 54
- Resolution
- unresolved
- no resolver link, observed 2026-07-11T07:12:02.239732Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d540527a-a129-4a82-895e-295a1028a5f6 · outbound
This paper cites an unresolved cited work.
GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks Unresolved cited work
Reference 55
- Resolution
- unresolved
- no resolver link, observed 2026-07-11T07:12:02.239732Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1ae7b1b3-b3d5-4e63-83dd-2a1e8be7254f · outbound
This paper cites Zehle, T.
GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks Zehle, T
Reference 56
- Resolution
- unresolved
- no resolver link, observed 2026-07-11T07:12:02.239732Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ed0bbd00-543b-4f91-b02e-81a41720ff66 · outbound
This paper cites an unresolved cited work.
GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks Unresolved cited work
Reference 57
- Resolution
- unresolved
- no resolver link, observed 2026-07-11T07:12:02.239732Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8866059a-1d43-45bb-b752-27be604287ce · outbound
This paper cites an unresolved cited work.
GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks Unresolved cited work
Reference 58
- Resolution
- unresolved
- no resolver link, observed 2026-07-11T07:12:02.239732Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3fb602c7-5ec1-4c2c-812f-c4035d37d131 · outbound
This paper cites Goldberg, K.
GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks Goldberg, K
Reference 59
- Resolution
- unresolved
- no resolver link, observed 2026-07-11T07:12:02.239732Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ba30c4e1-816b-4284-b9c5-f07afec8e0da · outbound
This paper cites Equipping agents for the real world with Agent Skills.
GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks Equipping agents for the real world with Agent Skills
Reference 60
- Resolution
- unresolved
- no resolver link, observed 2026-07-11T07:12:02.239732Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cf098b71-8e67-44c7-b00a-53a193276d3f · outbound
This paper cites an unresolved cited work.
GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks Unresolved cited work
Reference 61
- Resolution
- unresolved
- no resolver link, observed 2026-07-11T07:12:02.239732Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a473c8e4-e4a9-4acf-9112-5ff61751cff9 · outbound
This paper cites SAM 3: Segment Anything with Concepts.
GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks SAM 3: Segment Anything with Concepts
Reference 62
- Resolution
- unresolved
- no resolver link, observed 2026-07-11T07:12:02.239732Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 95990d7b-c02e-4b5d-82f3-c0303bb65903 · outbound
This paper cites an unresolved cited work.
GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks Unresolved cited work
Reference 63
- Resolution
- unresolved
- no resolver link, observed 2026-07-11T07:12:02.239732Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c5d0d5a7-da32-4d8c-b7c4-18718ba11da1 · outbound
This paper cites Minderer, A.
GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks Minderer, A
Reference 64
- Resolution
- unresolved
- no resolver link, observed 2026-07-11T07:12:02.239732Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 97bb2c1c-38a5-4ea9-8018-2a3de190f0b2 · outbound
This paper cites Deitke, C.
GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks Deitke, C
Reference 65
- Resolution
- unresolved
- no resolver link, observed 2026-07-11T07:12:02.239732Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a8475b2c-8548-4733-892e-3c8d67606ee6 · outbound
This paper cites Gemma 3 Technical Report.
GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks Gemma 3 Technical Report
Reference 66
- Resolution
- unresolved
- no resolver link, observed 2026-07-11T07:12:02.239732Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bc669753-2848-48da-b5fa-3e455173a666 · outbound
This paper cites Sundermeyer, A.
GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks Sundermeyer, A
Reference 67
- Resolution
- unresolved
- no resolver link, observed 2026-07-11T07:12:02.239732Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 185d7b33-8910-4e5f-8319-8a7d2bd60848 · outbound
This paper cites an unresolved cited work.
GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks Unresolved cited work
Reference 68
- Resolution
- unresolved
- no resolver link, observed 2026-07-11T07:12:02.239732Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e8e3c3a1-3168-44c4-8834-6bf2f1a1cbc1 · outbound
This paper cites Sundaralingam, S.
GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks Sundaralingam, S
Reference 69
- Resolution
- unresolved
- no resolver link, observed 2026-07-11T07:12:02.239732Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation acaffb8d-842a-48eb-b2b8-e3beefe44798 · outbound
This paper cites cuRoboV2: Dynamics-Aware Motion Generation with Depth-Fused Distance Fields for High-DoF Robots.
GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks cuRoboV2: Dynamics-Aware Motion Generation with Depth-Fused Distance Fields for High-DoF Robots
Reference 70
- Resolution
- unresolved
- no resolver link, observed 2026-07-11T07:12:02.239732Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 93d0700f-33d2-4d2d-9caf-3a2a1aa3f8bf · outbound
This paper cites LIBERO-PRO: Towards Robust and Fair Evaluation of Vision-Language-Action Models Beyond Memorization.
GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks LIBERO-PRO: Towards Robust and Fair Evaluation of Vision-Language-Action Models Beyond Memorization
Reference 71
- Resolution
- unresolved
- no resolver link, observed 2026-07-11T07:12:02.239732Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 11ac8685-c5b1-4d0d-96ab-cef6b624a7e9 · outbound
This paper cites Minkowski.Geometrie der Zahlen.
GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks Minkowski.Geometrie der Zahlen
Reference 72
- Resolution
- unresolved
- no resolver link, observed 2026-07-11T07:12:02.239732Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3d4cc0bc-2d7c-440d-9b31-866572c753e4 · outbound
This paper cites an unresolved cited work.
GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks Unresolved cited work
Reference 73
- Resolution
- unresolved
- no resolver link, observed 2026-07-11T07:12:02.239732Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 78cae28d-b259-4e0e-9695-25f31b6df60a · outbound
This paper cites an unresolved cited work.
GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks Unresolved cited work
Reference 74
- Resolution
- unresolved
- no resolver link, observed 2026-07-11T07:12:02.239732Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 30431c87-ae24-4e2c-9335-8c45a4b7e448 · outbound
This paper cites orchestrator.
GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks orchestrator
Reference 75
- Resolution
- unresolved
- no resolver link, observed 2026-07-11T07:12:02.239732Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d30c7554-eb4c-4b99-a75f-fb1d34063fee · outbound
This paper cites an unresolved cited work.
GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks Unresolved cited work
Reference 76
- Resolution
- unresolved
- no resolver link, observed 2026-07-11T07:12:02.239732Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 22354659-41c7-4ef3-82d5-fdb4ca7530c7 · outbound
This paper cites an unresolved cited work.
GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks Unresolved cited work
Reference 77
- Resolution
- unresolved
- no resolver link, observed 2026-07-11T07:12:02.239732Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9482d86a-a93d-44e8-a849-65649fa153b8 · outbound
This paper cites an unresolved cited work.
GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks Unresolved cited work
Reference 78
- Resolution
- unresolved
- no resolver link, observed 2026-07-11T07:12:02.239732Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 20816003-8b73-4ac2-93c3-1528eba045c9 · outbound
This paper cites OrientedBoundingBox.
GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks OrientedBoundingBox
Reference 79
- Resolution
- unresolved
- no resolver link, observed 2026-07-11T07:12:02.239732Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3b9a617c-ea0b-4bfc-9f85-5651522ef103 · outbound
This paper cites done"]‘ and ‘on_error=.
GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks done"]‘ and ‘on_error=
Reference 80
- Resolution
- unresolved
- no resolver link, observed 2026-07-11T07:12:02.239732Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b57e6f2e-fbb9-4c2b-966b-4c93c9e8fdfb · outbound
This paper cites Every end node must be reachable from ‘START‘.
GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks Every end node must be reachable from ‘START‘
Reference 81
- Resolution
- unresolved
- no resolver link, observed 2026-07-11T07:12:02.239732Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cd99787d-b94b-4558-a2d1-5acdc0da452c · outbound
This paper cites an unresolved cited work.
GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks Unresolved cited work
Reference 82
- Resolution
- unresolved
- no resolver link, observed 2026-07-11T07:12:02.239732Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1fee0a62-68f2-4cfa-8c64-ff076f1e32b9 · outbound
This paper cites The universal subgraph_agent fills those in per subgraph.
GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks The universal subgraph_agent fills those in per subgraph
Reference 83
- Resolution
- unresolved
- no resolver link, observed 2026-07-11T07:12:02.239732Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4410a6b9-60f5-40db-99ef-0ded04200c50 · outbound
This paper cites Declared ‘outputs‘ must be a subset of the skill’s ‘produces_outputs‘ (omit outputs nothing downstream consumes).
GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks Declared ‘outputs‘ must be a subset of the skill’s ‘produces_outputs‘ (omit outputs nothing downstream consumes)
Reference 84
- Resolution
- unresolved
- no resolver link, observed 2026-07-11T07:12:02.239732Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 280aeb51-f6d5-4ee3-b2cc-24be8fa96e38 · outbound
This paper cites version": 3,.
GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks version": 3,
Reference 85
- Resolution
- unresolved
- no resolver link, observed 2026-07-11T07:12:02.239732Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cfceb773-8144-4744-aad3-9d6eac2660f5 · outbound
This paper cites an unresolved cited work.
GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks Unresolved cited work
Reference 86
- Resolution
- unresolved
- no resolver link, observed 2026-07-11T07:12:02.239732Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c5d6459e-94a1-4aff-9ca2-ce11b43089ca · outbound
This paper cites an unresolved cited work.
GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks Unresolved cited work
Reference 87
- Resolution
- unresolved
- no resolver link, observed 2026-07-11T07:12:02.239732Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4d11a822-08bb-4408-915a-ed8dc3b05b2e · outbound
This paper cites an unresolved cited work.
GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks Unresolved cited work
Reference 88
- Resolution
- unresolved
- no resolver link, observed 2026-07-11T07:12:02.239732Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f6fe5765-b2a4-4009-9826-df1ed8a64e85 · outbound
This paper cites an unresolved cited work.
GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks Unresolved cited work
Reference 89
- Resolution
- unresolved
- no resolver link, observed 2026-07-11T07:12:02.239732Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b2c22e44-dc08-4ea4-9975-edd6d19fd775 · outbound
This paper cites ## Your job Compose the minimal sequence of nodes and edges that:.
GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks ## Your job Compose the minimal sequence of nodes and edges that:
Reference 90
- Resolution
- unresolved
- no resolver link, observed 2026-07-11T07:12:02.239732Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8987d191-191a-4ea9-85f5-727402067bea · outbound
This paper cites in.{name}.
GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks in.{name}
Reference 91
- Resolution
- unresolved
- no resolver link, observed 2026-07-11T07:12:02.239732Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation baa3a327-d911-4145-875b-25cbf0727ad5 · outbound
This paper cites an unresolved cited work.
GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks Unresolved cited work
Reference 92
- Resolution
- unresolved
- no resolver link, observed 2026-07-11T07:12:02.239732Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 25c5901e-9bca-4baa-8a0b-6c51b505b067 · outbound
This paper cites an unresolved cited work.
GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks Unresolved cited work
Reference 93
- Resolution
- unresolved
- no resolver link, observed 2026-07-11T07:12:02.239732Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 591d5988-f84c-4ca5-88a6-c7a8743af5d2 · outbound
This paper cites an unresolved cited work.
GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks Unresolved cited work
Reference 94
- Resolution
- unresolved
- no resolver link, observed 2026-07-11T07:12:02.239732Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 18b465c8-fadc-4400-93c4-0f3cee39f1c0 · outbound
This paper cites found")‘ + ‘sg.add_edge(.
GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks found")‘ + ‘sg.add_edge(
Reference 95
- Resolution
- unresolved
- no resolver link, observed 2026-07-11T07:12:02.239732Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d42513a3-3fce-4397-8fba-c25b10251796 · outbound
This paper cites Anything else (including stray top-level ‘‘print‘‘ calls or ‘‘Workflow‘‘ instances) is rejected.
GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks Anything else (including stray top-level ‘‘print‘‘ calls or ‘‘Workflow‘‘ instances) is rejected
Reference 96
- Resolution
- unresolved
- no resolver link, observed 2026-07-11T07:12:02.239732Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 13be6a9d-cb2d-4f24-a7b0-5538026c12bd · outbound
This paper cites an unresolved cited work.
GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks Unresolved cited work
Reference 97
- Resolution
- unresolved
- no resolver link, observed 2026-07-11T07:12:02.239732Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 54d16aa6-b29b-47ed-9114-c2bd8109ef64 · outbound
This paper cites Imports outside the allow list are rejected.
GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks Imports outside the allow list are rejected
Reference 98
- Resolution
- unresolved
- no resolver link, observed 2026-07-11T07:12:02.239732Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 908a612e-10b4-4127-af5a-1bc9d17e1195 · outbound
This paper cites Canonical scripts.
GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks Canonical scripts
Reference 99
- Resolution
- unresolved
- no resolver link, observed 2026-07-11T07:12:02.239732Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ca097152-80c3-4007-bf11-502b608f09e0 · outbound
This paper cites an unresolved cited work.
GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks Unresolved cited work
Reference 100
- Resolution
- unresolved
- no resolver link, observed 2026-07-11T07:12:02.239732Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2b0d49d8-b36d-4472-82d8-ed79472afd50 · outbound
This paper cites an unresolved cited work.
GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks Unresolved cited work
Reference 101
- Resolution
- unresolved
- no resolver link, observed 2026-07-11T07:12:02.239732Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 32e26de4-f983-4f64-aff0-21b1e38d2b05 · outbound
This paper cites an unresolved cited work.
GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks Unresolved cited work
Reference 102
- Resolution
- unresolved
- no resolver link, observed 2026-07-11T07:12:02.239732Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
No inbound Pith citation observations are available.