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Paper Citation Record · LEDGER

RTBAgent: A LLM-based Agent System for Real-Time Bidding

As of 9 August 2026, this Paper Citation Record lists 34 of 34 outbound references and 1 inbound Pith citation observation for arXiv:2502.00792.

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

pith.paper-citation-record.v1
2502.00792 v1

Coverage vector

measured 34 of 34 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-09T17:44:28.510861Z

measured 35 of 35 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T21:16:57.094214Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T21:17:47.395551Z

Reference resolution

34 of 34 outbound references displayed

  • verified exact1
  • verified fuzzy0
  • unresolved33
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 74c073cd-25ab-456c-80a6-db4cb992d9d7 · outbound

This paper cites Budget Optimization for Sponsored Search: Censored Learning in MDPs.

RTBAgent: A LLM-based Agent System for Real-Time Bidding Budget Optimization for Sponsored Search: Censored Learning in MDPs

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-09T17:44:28.356213Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T17:44:28.356213Z digest=sha256:06c912d54e365d75571dbcf7565c4ae8a087c04d23d16530edfa2f3c2416a6ad

Observation cede30bb-3fa4-4bea-ab12-2ddaf1aed277 · outbound

This paper cites an unresolved cited work.

RTBAgent: A LLM-based Agent System for Real-Time Bidding Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-09T17:44:29.051365Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T17:44:28.362399Z digest=sha256:a32beb4ccb6a21e3e5409aa57fa4f474dbcab35b911602a062cb921b49f348a8

Observation 82257452-fb44-41f3-86f2-b1bfaa0eaa59 · outbound

This paper cites an unresolved cited work.

RTBAgent: A LLM-based Agent System for Real-Time Bidding Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-09T17:44:29.036280Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T17:44:28.367378Z digest=sha256:a1dfa0c859910579489b10479d339c045e829007a953351e7b05323b2b9bc20e

Observation 16ca9b17-0934-4447-a4b6-cd5fd523b426 · outbound

This paper cites an unresolved cited work.

RTBAgent: A LLM-based Agent System for Real-Time Bidding Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-09T17:44:29.020710Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T17:44:28.372986Z digest=sha256:fe87a2802c9c963b0ea748d3a2de0180f3fe505d27acef9a0a34f754b09b5906

Observation 11d512d3-e595-423d-9a3e-6f208bbb0ca6 · outbound

This paper cites an unresolved cited work.

RTBAgent: A LLM-based Agent System for Real-Time Bidding Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-09T17:44:29.004383Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T17:44:28.377770Z digest=sha256:9af24be2170c1e50fbc5acf1fdb9ad28355a31e9b42e4f2a7cf2be331231be1c

Observation 80f923ae-fa3d-41f0-83fd-130b122af69c · outbound

This paper cites an unresolved cited work.

RTBAgent: A LLM-based Agent System for Real-Time Bidding Unresolved cited work

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-09T17:44:28.382563Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T17:44:28.382563Z digest=sha256:6715a2021645754b2bfea69e1badfdaa1f7692e14d2c4c919a56f9daaf262e9a

Observation cf9c4d17-1b46-4eb6-b21b-c57b993be57b · outbound

This paper cites A Real-World WebAgent with Planning, Long Context Understanding, and Program Synthesis.

RTBAgent: A LLM-based Agent System for Real-Time Bidding A Real-World WebAgent with Planning, Long Context Understanding, and Program Synthesis

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-09T17:44:28.387954Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T17:44:28.387954Z digest=sha256:71e6f37cf8b51bb4c843d2a466df79078ad8713bac70f2917dbea0d64d7c403a

Observation 6e099144-2ccf-4ebf-9a7c-30379e61cc90 · outbound

This paper cites an unresolved cited work.

RTBAgent: A LLM-based Agent System for Real-Time Bidding Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-09T17:44:28.989462Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T17:44:28.392793Z digest=sha256:74be21e73a97c57c7049f610ebcf1080678da590c05d621460da4e216cff58a1

Observation 7a21f19d-1f71-41a1-95c0-95c42e187998 · outbound

This paper cites MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework.

RTBAgent: A LLM-based Agent System for Real-Time Bidding MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-09T17:44:28.397263Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T17:44:28.397263Z digest=sha256:066d8372f2ea2509f992232bd49a8b5abefea4937773ae83815afdb7516d495a

Observation 0474242b-2ffd-4c57-836b-fda1af88a77d · outbound

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

RTBAgent: A LLM-based Agent System for Real-Time Bidding AgentCoder: Multi-Agent-based Code Generation with Iterative Testing and Optimisation

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-09T17:44:28.401952Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T17:44:28.401952Z digest=sha256:c75aa2b30b314c9a17a8ba94b82defefc7cd687884827ee764262f4ec61c007d

Observation c02d75cb-ea47-4ca6-a741-359a6aeb205b · outbound

This paper cites an unresolved cited work.

RTBAgent: A LLM-based Agent System for Real-Time Bidding Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-09T17:44:28.974126Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T17:44:28.406561Z digest=sha256:d5c4b239c4f8a4b8234c6504e7b96a90a7c233367ca76d0a660355937c605637

Observation 2541c8f2-9018-4462-811c-4b745a753010 · outbound

This paper cites an unresolved cited work.

RTBAgent: A LLM-based Agent System for Real-Time Bidding Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-09T17:44:28.958020Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T17:44:28.411193Z digest=sha256:850034e71990a258ed6ab29d58d642bc8b7030ae3868a531fb237370b83969af

Observation 0358efb6-1c29-43cc-9888-690dad74aa9d · outbound

This paper cites Agent Hospital: A Simulacrum of Hospital with Evolvable Medical Agents.

RTBAgent: A LLM-based Agent System for Real-Time Bidding Agent Hospital: A Simulacrum of Hospital with Evolvable Medical Agents

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-09T17:44:28.415572Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T17:44:28.415572Z digest=sha256:d494701805c6802b1bbfc5aa1b3ca1b30acd85943ecd238c291dd8f450fcbeff

Observation 1e040fd7-ab83-418f-8ecb-275ef0517cf4 · outbound

This paper cites an unresolved cited work.

RTBAgent: A LLM-based Agent System for Real-Time Bidding Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-09T17:44:28.940634Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T17:44:28.420287Z digest=sha256:7cde639e99f83c4650dcfdf96ec412f3cb039742d547907bc7fe80ee9aa25958

Observation 8d9ddfde-ddbf-4bc9-9de5-10d53e55063b · outbound

This paper cites FinGPT: Democratizing Internet-scale Data for Financial Large Language Models.

RTBAgent: A LLM-based Agent System for Real-Time Bidding FinGPT: Democratizing Internet-scale Data for Financial Large Language Models

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-09T17:44:28.424891Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T17:44:28.424891Z digest=sha256:5366245280dfdfd5ec548e99893801b29c27b6f57c69f69cbdb541a96eff72d0

Observation 80e229c0-2338-42e5-afdb-0298f827072d · outbound

This paper cites Do LLMs Possess a Personality? Making the MBTI Test an Amazing Evaluation for Large Language Models.

RTBAgent: A LLM-based Agent System for Real-Time Bidding Do LLMs Possess a Personality? Making the MBTI Test an Amazing Evaluation for Large Language Models

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-09T17:44:28.429709Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T17:44:28.429709Z digest=sha256:63c8c33c9dd4a6e7dd4de59338d50c89570082a28c899df804c2c013a6f24eef

Observation 219890e5-c8fe-4491-9c72-621c397a6cf8 · outbound

This paper cites an unresolved cited work.

RTBAgent: A LLM-based Agent System for Real-Time Bidding Unresolved cited work

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-09T17:44:28.434435Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T17:44:28.434435Z digest=sha256:c4dd19b84895b81c95bc54a7f368d22939bd1629fe120379d3f3b796cb87a660

Observation fb1b8e84-ac84-4923-8e98-c165020d54ee · outbound

This paper cites an unresolved cited work.

RTBAgent: A LLM-based Agent System for Real-Time Bidding Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-09T17:44:28.911546Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T17:44:28.438993Z digest=sha256:7a8e0afd4d7d9b81a6ae434f98aeffc84a7bc606bc4e6dbe8e6f30703e82a064

Observation f823ab8a-f58f-4184-9e90-d0dd547922e3 · outbound

This paper cites an unresolved cited work.

RTBAgent: A LLM-based Agent System for Real-Time Bidding Unresolved cited work

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-09T17:44:28.443381Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T17:44:28.443381Z digest=sha256:b65b856671fad74feba873569dda38abdb2d2b08c15f325aeb0da40a480f6286

Observation f2cd85e7-c35c-42ed-a11d-94e37fe1dd5f · outbound

This paper cites an unresolved cited work.

RTBAgent: A LLM-based Agent System for Real-Time Bidding Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-09T17:44:28.887383Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T17:44:28.447813Z digest=sha256:4a7ce91599dfc33d4e5f38349729c781cadf43c5c24490e4e5934f9f6864c775

Observation d14b841a-d556-45b1-82a2-1e9e9d032c0b · outbound

This paper cites an unresolved cited work.

RTBAgent: A LLM-based Agent System for Real-Time Bidding Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-09T17:44:28.871763Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T17:44:28.452356Z digest=sha256:37b1fd29a48e601dc2305ff94c0ef60f571a3a53c25a29713f8ce82cb254ba96

Observation c668afaf-2991-4a5a-8bb9-4c87b9eb5ba0 · outbound

This paper cites an unresolved cited work.

RTBAgent: A LLM-based Agent System for Real-Time Bidding Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-09T17:44:28.855409Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T17:44:28.456573Z digest=sha256:184bb81c2f3dffc4d0c03466cba0542331862599ffb920e5f86058d6ff6502b4

Observation 15ecf72e-0c62-4c6d-84c0-6a4afdf66234 · outbound

This paper cites an unresolved cited work.

RTBAgent: A LLM-based Agent System for Real-Time Bidding Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-09T17:44:28.839883Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T17:44:28.460799Z digest=sha256:a2f6da5936e8c2715aa6baf5de42dca8781a0f0554c70fc3333e39e0afe37854

Observation 7c4fe72a-cb27-4195-9f50-80fbcf7a55cd · outbound

This paper cites EduAgent: Generative Student Agents in Learning.

RTBAgent: A LLM-based Agent System for Real-Time Bidding EduAgent: Generative Student Agents in Learning

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-09T17:44:28.465141Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T17:44:28.465141Z digest=sha256:ea1859c30d14213781b2d8253845dc90af431f7302959b680cfbc51c0cad14b9

Observation a1feffe5-7cab-4d31-a53b-fb9d7b24d524 · outbound

This paper cites Auto-GPT for Online Decision Making: Benchmarks and Additional Opinions.

RTBAgent: A LLM-based Agent System for Real-Time Bidding Auto-GPT for Online Decision Making: Benchmarks and Additional Opinions

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-09T17:44:28.469913Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T17:44:28.469913Z digest=sha256:435ad4a1f31b656b5776131a808cfdd27d6c33f503da03e63aacbda8c93274ab

Observation 2dd8d3d9-f749-42f2-90ab-557546494942 · outbound

This paper cites an unresolved cited work.

RTBAgent: A LLM-based Agent System for Real-Time Bidding Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-09T17:44:28.824063Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T17:44:28.474672Z digest=sha256:d0a69ec0301414fdaff2b7b4af941902473c5b9727d8c240ad53456183fc911b

Observation 2b44c481-90a7-4205-8cde-6e62ca8b58e6 · outbound

This paper cites an unresolved cited work.

RTBAgent: A LLM-based Agent System for Real-Time Bidding Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-09T17:44:28.807946Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T17:44:28.479209Z digest=sha256:67f617c48eae6f08c842e039713551cef7f3c316fa4b7086d602e01c116c528c

Observation e6068af9-e0a9-45ed-9b54-22a259162a2f · outbound

This paper cites Self-Rewarding Language Models.

RTBAgent: A LLM-based Agent System for Real-Time Bidding Self-Rewarding Language Models

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-09T17:44:28.483719Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T17:44:28.483719Z digest=sha256:ccb968c6eb06cb009bd19c236c71c8806c7fe4ffca83dd3e1af19491a11081f2

Observation f2fe15ae-5390-4602-b5bb-905d9495223e · outbound

This paper cites HuatuoGPT, towards Taming Language Model to Be a Doctor.

RTBAgent: A LLM-based Agent System for Real-Time Bidding HuatuoGPT, towards Taming Language Model to Be a Doctor

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-09T17:44:28.488234Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T17:44:28.488234Z digest=sha256:59ce1322a8c701b82b2827787d92107cfa9654f90de8f035971c86edb8b616b3

Observation 814bb993-b7f1-4dc9-8aea-7820e1946b49 · outbound

This paper cites Optimal Real-Time Bidding Frameworks Discussion.

RTBAgent: A LLM-based Agent System for Real-Time Bidding Optimal Real-Time Bidding Frameworks Discussion

Reference 30

Resolution
verified exact
local_arxiv, observed 2026-08-09T17:44:28.596819Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T17:44:28.492815Z digest=sha256:9d0055ea476bb2bf85a65e5bdead73fddbb25baaf5bca0f8be81aff9eb8c083e

Observation 071eb83a-7d60-45cb-beb1-2ed36b4cd92b · outbound

This paper cites an unresolved cited work.

RTBAgent: A LLM-based Agent System for Real-Time Bidding Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-09T17:44:28.791840Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T17:44:28.497391Z digest=sha256:5fd3778a62cfa65c9facc80e0a0cc7e245f5d964ce73fc5fe2299343a163cf3d

Observation b7f17245-811e-457d-a32f-752774577ff2 · outbound

This paper cites A Multimodal Foundation Agent for Financial Trading: Tool-Augmented, Diversified, and Generalist.

RTBAgent: A LLM-based Agent System for Real-Time Bidding A Multimodal Foundation Agent for Financial Trading: Tool-Augmented, Diversified, and Generalist

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-09T17:44:28.501799Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T17:44:28.501799Z digest=sha256:12c1d5b5f1c0eb09b741122068c8fa42f94a3b47a75efc098c80d41dda70c50a

Observation a3ade9f7-8ec4-43e2-9ec5-4b756877fd07 · outbound

This paper cites an unresolved cited work.

RTBAgent: A LLM-based Agent System for Real-Time Bidding Unresolved cited work

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-09T17:44:28.506422Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T17:44:28.506422Z digest=sha256:122c7ebdcde35320ece9f5177b14b94db6100bcf1520551848bc2218538ab3f5

Observation b1c848c2-2e5b-4cf4-b3b1-fadd7a0ef460 · outbound

This paper cites LawGPT: A Chinese Legal Knowledge-Enhanced Large Language Model.

RTBAgent: A LLM-based Agent System for Real-Time Bidding LawGPT: A Chinese Legal Knowledge-Enhanced Large Language Model

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-09T17:44:28.510861Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T17:44:28.510861Z digest=sha256:0c411420553a4674ee727945ce8b22c4e3fa2643cc15e83dcd85667bdca7a63a

Pith citing papers

Observation af993d4c-17a4-44ef-9b0d-273d1a069aa6 · inbound

VLM-3D:End-to-End Vision-Language Models for Open-World 3D Perception cites this paper.

VLM-3D:End-to-End Vision-Language Models for Open-World 3D Perception RTBAgent: A LLM-based Agent System for Real-Time Bidding

Reference 1

Resolution
verified exact
local_arxiv, observed 2026-08-05T21:17:47.398686Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T21:16:57.094214Z digest=sha256:9f3196598c81e5b7639281ebf694bbcd3e769fa0114cf32863f928af187b222a