Paper Citation Record · LEDGER

Optimal-Agent-Selection: State-Aware Routing Framework for Efficient Multi-Agent Collaboration

As of 9 August 2026, this Paper Citation Record lists 40 of 40 outbound references and 0 inbound Pith citation observations for arXiv:2511.02200.

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

pith.paper-citation-record.v1
2511.02200 v2

Coverage vector

measured 40 of 40 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T00:16:19.732510Z

measured 40 of 40 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

40 of 40 outbound references displayed

verified exact0
verified fuzzy0
unresolved40
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation af0bdbcd-197d-4843-9ef7-1aa42d65e13b · outbound

This paper cites GPT-4 Technical Report.

Optimal-Agent-Selection: State-Aware Routing Framework for Efficient Multi-Agent Collaboration GPT-4 Technical Report

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-04T00:16:16.892723Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d1939a55-4134-4627-ab9d-32ca85483de8 · outbound

This paper cites FrugalGPT: How to Use Large Language Models While Reducing Cost and Improving Performance.

Optimal-Agent-Selection: State-Aware Routing Framework for Efficient Multi-Agent Collaboration FrugalGPT: How to Use Large Language Models While Reducing Cost and Improving Performance

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-04T00:16:16.947003Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 150ecc64-8758-47a9-9e91-59d98b21edde · outbound

This paper cites an unresolved cited work.

Optimal-Agent-Selection: State-Aware Routing Framework for Efficient Multi-Agent Collaboration Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-04T00:16:16.997545Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a110ba5b-b60d-4db1-abf7-56057ae58c62 · outbound

This paper cites AgentVerse: Facilitating Multi-Agent Collaboration and Exploring Emergent Behaviors.

Optimal-Agent-Selection: State-Aware Routing Framework for Efficient Multi-Agent Collaboration AgentVerse: Facilitating Multi-Agent Collaboration and Exploring Emergent Behaviors

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-04T00:16:17.062621Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 74e2f1e6-80de-4a4a-ba75-0bc4b44e4fef · outbound

This paper cites an unresolved cited work.

Optimal-Agent-Selection: State-Aware Routing Framework for Efficient Multi-Agent Collaboration Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-04T00:16:17.115834Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1d344eb5-d249-400a-89b7-2aae6d17aa90 · outbound

This paper cites an unresolved cited work.

Optimal-Agent-Selection: State-Aware Routing Framework for Efficient Multi-Agent Collaboration Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-04T00:16:17.157783Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 44a14727-bea3-4317-881d-e25744decb6b · outbound

This paper cites Hybrid LLM: Cost-Efficient and Quality-Aware Query Routing.

Optimal-Agent-Selection: State-Aware Routing Framework for Efficient Multi-Agent Collaboration Hybrid LLM: Cost-Efficient and Quality-Aware Query Routing

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-04T00:16:17.237087Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d22e117b-6248-4e67-b921-e05c17e1bd25 · outbound

This paper cites B.; and Mordatch, I.

Optimal-Agent-Selection: State-Aware Routing Framework for Efficient Multi-Agent Collaboration B.; and Mordatch, I

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-04T00:16:17.297399Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d3f91141-924b-4aa6-8ecc-9164b71b9744 · outbound

This paper cites an unresolved cited work.

Optimal-Agent-Selection: State-Aware Routing Framework for Efficient Multi-Agent Collaboration Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-04T00:16:17.360219Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2046ad6c-48c9-43a4-b3d9-ca81d3fe9f7a · outbound

This paper cites The Llama 3 Herd of Models.

Optimal-Agent-Selection: State-Aware Routing Framework for Efficient Multi-Agent Collaboration The Llama 3 Herd of Models

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-04T00:16:17.421049Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 95ba85fd-8021-462d-80bb-5b66e4de2e93 · outbound

This paper cites DeBERTa: Decoding-enhanced BERT with Disentangled Attention.

Optimal-Agent-Selection: State-Aware Routing Framework for Efficient Multi-Agent Collaboration DeBERTa: Decoding-enhanced BERT with Disentangled Attention

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-04T00:16:17.481060Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e8ef3da6-53d3-4193-8054-2a11799a4871 · outbound

This paper cites Data Interpreter: An LLM Agent For Data Science.

Optimal-Agent-Selection: State-Aware Routing Framework for Efficient Multi-Agent Collaboration Data Interpreter: An LLM Agent For Data Science

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-04T00:16:17.550032Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d53cce89-effc-4bb2-b325-8fb47b29d2b6 · outbound

This paper cites AgentCoder: Multi-Agent-based Code Generation with Iterative Testing and Optimisation.

Optimal-Agent-Selection: State-Aware Routing Framework for Efficient Multi-Agent Collaboration AgentCoder: Multi-Agent-based Code Generation with Iterative Testing and Optimisation

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-04T00:16:17.617289Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a75bdedf-ff72-4b81-bd16-6fbf247214c6 · outbound

This paper cites Qwen2.5-Coder Technical Report.

Optimal-Agent-Selection: State-Aware Routing Framework for Efficient Multi-Agent Collaboration Qwen2.5-Coder Technical Report

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-04T00:16:17.674536Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab55ba60-c2a6-42f2-815b-9ead1f702c22 · outbound

This paper cites E.; Pollard, T.

Optimal-Agent-Selection: State-Aware Routing Framework for Efficient Multi-Agent Collaboration E.; Pollard, T

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-04T00:16:17.711906Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7966b590-0edc-4401-9866-2bec9bbe018d · outbound

This paper cites B.; Becker, J.; Wahle, J.

Optimal-Agent-Selection: State-Aware Routing Framework for Efficient Multi-Agent Collaboration B.; Becker, J.; Wahle, J

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-04T00:16:17.774822Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 62637958-9e04-4148-9211-031573831c0a · outbound

This paper cites S.; Xu, X.; McDuff, D.; Lee, H.; Ghassemi, M.; Breazeal, C.; and Park, H.

Optimal-Agent-Selection: State-Aware Routing Framework for Efficient Multi-Agent Collaboration S.; Xu, X.; McDuff, D.; Lee, H.; Ghassemi, M.; Breazeal, C.; and Park, H

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-04T00:16:17.779725Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 68b295e5-32e2-4971-8427-87166562168b · outbound

This paper cites DeepSeek-V3 Technical Report.

Optimal-Agent-Selection: State-Aware Routing Framework for Efficient Multi-Agent Collaboration DeepSeek-V3 Technical Report

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-04T00:16:17.851480Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba2b8825-3174-421a-922b-e487e15ee7a7 · outbound

This paper cites an unresolved cited work.

Optimal-Agent-Selection: State-Aware Routing Framework for Efficient Multi-Agent Collaboration Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-04T00:16:17.949048Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 83ae4ec0-33b2-43a8-b6f3-21c18cddb81c · outbound

This paper cites Routing to the Expert: Efficient Reward-guided Ensemble of Large Language Models.

Optimal-Agent-Selection: State-Aware Routing Framework for Efficient Multi-Agent Collaboration Routing to the Expert: Efficient Reward-guided Ensemble of Large Language Models

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-04T00:16:18.050879Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e58c668d-f07b-4dea-b7e0-ba9b97ec6d6b · outbound

This paper cites E.; Kadous, M.

Optimal-Agent-Selection: State-Aware Routing Framework for Efficient Multi-Agent Collaboration E.; Kadous, M

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-04T00:16:18.133395Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c611eb52-866b-448e-b26d-242c4376367f · outbound

This paper cites GPT-4o System Card.

Optimal-Agent-Selection: State-Aware Routing Framework for Efficient Multi-Agent Collaboration GPT-4o System Card

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-04T00:16:18.264749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 45619a43-b1e4-49be-90ca-b55899f94566 · outbound

This paper cites Y.; Ma, X.; and Kim, J.

Optimal-Agent-Selection: State-Aware Routing Framework for Efficient Multi-Agent Collaboration Y.; Ma, X.; and Kim, J

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-04T00:16:18.376141Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0c153501-ad19-469c-a4a2-be1558e547ae · outbound

This paper cites an unresolved cited work.

Optimal-Agent-Selection: State-Aware Routing Framework for Efficient Multi-Agent Collaboration Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-04T00:16:18.452055Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1716f1b8-7abe-4772-ae21-14e9d7ba71a7 · outbound

This paper cites ChatDev: Communicative Agents for Software Development.

Optimal-Agent-Selection: State-Aware Routing Framework for Efficient Multi-Agent Collaboration ChatDev: Communicative Agents for Software Development

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-04T00:16:18.553921Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fed071f6-22fb-4622-b053-12152a4ac549 · outbound

This paper cites Scaling Large Language Model-based Multi-Agent Collaboration.

Optimal-Agent-Selection: State-Aware Routing Framework for Efficient Multi-Agent Collaboration Scaling Large Language Model-based Multi-Agent Collaboration

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-04T00:16:18.617958Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 255d3307-8ebf-44f7-b635-5f9c4392b173 · outbound

This paper cites AutoAct: Automatic Agent Learning from Scratch for QA via Self-Planning.

Optimal-Agent-Selection: State-Aware Routing Framework for Efficient Multi-Agent Collaboration AutoAct: Automatic Agent Learning from Scratch for QA via Self-Planning

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-04T00:16:18.694942Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 150f756e-9e3d-4476-865a-28f3255244cf · outbound

This paper cites MedAgents: Large Language Models as Collaborators for Zero-shot Medical Reasoning.

Optimal-Agent-Selection: State-Aware Routing Framework for Efficient Multi-Agent Collaboration MedAgents: Large Language Models as Collaborators for Zero-shot Medical Reasoning

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-04T00:16:18.764868Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d0953e1-4969-448d-b51b-d50ac60219a4 · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

Optimal-Agent-Selection: State-Aware Routing Framework for Efficient Multi-Agent Collaboration LLaMA: Open and Efficient Foundation Language Models

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-04T00:16:18.844771Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 87d05fd3-5e95-4f14-beb3-d4f642809c22 · outbound

This paper cites Voyager: An Open-Ended Embodied Agent with Large Language Models.

Optimal-Agent-Selection: State-Aware Routing Framework for Efficient Multi-Agent Collaboration Voyager: An Open-Ended Embodied Agent with Large Language Models

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-04T00:16:18.909289Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e425f7f-9da4-47a6-8227-5395966901be · outbound

This paper cites Beyond Frameworks: Unpacking Collaboration Strategies in Multi-Agent Systems.

Optimal-Agent-Selection: State-Aware Routing Framework for Efficient Multi-Agent Collaboration Beyond Frameworks: Unpacking Collaboration Strategies in Multi-Agent Systems

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-04T00:16:18.976460Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7cea2a69-a2b8-45ff-875a-e945a5f55e9c · outbound

This paper cites Mixture-of-Agents Enhances Large Language Model Capabilities.

Optimal-Agent-Selection: State-Aware Routing Framework for Efficient Multi-Agent Collaboration Mixture-of-Agents Enhances Large Language Model Capabilities

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-04T00:16:19.054567Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 839ff8fb-e660-41fb-b6c1-aaf7f3ecdc85 · outbound

This paper cites Rethinking the Bounds of LLM Reasoning: Are Multi-Agent Discussions the Key?.

Optimal-Agent-Selection: State-Aware Routing Framework for Efficient Multi-Agent Collaboration Rethinking the Bounds of LLM Reasoning: Are Multi-Agent Discussions the Key?

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-04T00:16:19.173047Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 00bb8f9b-228b-4802-aa1d-2c9ea8b4f54e · outbound

This paper cites Cut the Crap: An Economical Communication Pipeline for LLM-based Multi-Agent Systems.

Optimal-Agent-Selection: State-Aware Routing Framework for Efficient Multi-Agent Collaboration Cut the Crap: An Economical Communication Pipeline for LLM-based Multi-Agent Systems

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-04T00:16:19.231110Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ebe30f10-df21-4523-a1b1-a866139beb89 · outbound

This paper cites G-Designer: Architecting Multi-agent Communication Topologies via Graph Neural Networks.

Optimal-Agent-Selection: State-Aware Routing Framework for Efficient Multi-Agent Collaboration G-Designer: Architecting Multi-agent Communication Topologies via Graph Neural Networks

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-04T00:16:19.305806Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ff80ac7-a88c-448f-92bf-c98d2b1f8667 · outbound

This paper cites BELLE: A Bi-Level Multi-Agent Reasoning Framework for Multi-Hop Question Answering.

Optimal-Agent-Selection: State-Aware Routing Framework for Efficient Multi-Agent Collaboration BELLE: A Bi-Level Multi-Agent Reasoning Framework for Multi-Hop Question Answering

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-04T00:16:19.377881Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 76ab1d5f-4f61-4dfe-94c6-aa3c4bc20ba9 · outbound

This paper cites Capability Instruction Tuning: A New Paradigm for Dynamic LLM Routing.

Optimal-Agent-Selection: State-Aware Routing Framework for Efficient Multi-Agent Collaboration Capability Instruction Tuning: A New Paradigm for Dynamic LLM Routing

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-04T00:16:19.448424Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 18657d95-6b00-47a4-b462-09a89cae681c · outbound

This paper cites an unresolved cited work.

Optimal-Agent-Selection: State-Aware Routing Framework for Efficient Multi-Agent Collaboration Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-04T00:16:19.523003Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ce56de15-8a63-427d-89be-bbb21eb0f156 · outbound

This paper cites , " * write output.state after.block = add.period write newline.

Optimal-Agent-Selection: State-Aware Routing Framework for Efficient Multi-Agent Collaboration , " * write output.state after.block = add.period write newline

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-04T00:16:19.631924Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 04e9a0a6-8176-4cf6-b576-26e851e34cc0 · outbound

This paper cites write newline.

Optimal-Agent-Selection: State-Aware Routing Framework for Efficient Multi-Agent Collaboration write newline

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-04T00:16:19.732510Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.