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Paper Citation Record · LEDGER

When Competition Helps: Achieving Optimal Traffic Flow with Multiple Autonomous Planners

As of 14 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 1 inbound Pith citation observation for arXiv:2508.07145.

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

pith.paper-citation-record.v1
2508.07145 v1

Coverage vector

measured 26 of 26 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T22:30:53.614197Z

measured 27 of 27 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-11T04:59:20.159317Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-11T04:59:20.339036Z

Reference resolution

26 of 26 outbound references displayed

  • verified exact0
  • verified fuzzy26
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation dcd49517-0b6b-40bc-9b5e-4f5f387e201e · outbound

This paper cites Implementing mediators with asynchronous cheap talk.

When Competition Helps: Achieving Optimal Traffic Flow with Multiple Autonomous Planners Implementing mediators with asynchronous cheap talk

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:30:54.145773Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-05T22:30:53.478018Z digest=sha256:3d3eea6048f686184c5b93113cd54876bae7ca721cd6df4bb143e72ccb1a707b

Observation d017306e-922f-4a2a-9886-a1293a3fe590 · outbound

This paper cites Mediated cheap talk design.

When Competition Helps: Achieving Optimal Traffic Flow with Multiple Autonomous Planners Mediated cheap talk design

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:30:54.129170Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-05T22:30:53.484322Z digest=sha256:ebb0b850d22941b8e7c33ee7b793649ddfa3994784e524ca19112b9c945ef0b6

Observation d1fd715a-0d08-4eee-9942-21749d795fc6 · outbound

This paper cites Resilient information aggregation.

When Competition Helps: Achieving Optimal Traffic Flow with Multiple Autonomous Planners Resilient information aggregation

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:30:54.113537Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-05T22:30:53.490440Z digest=sha256:2f1711baf0b1fb84fd527bdec04a646bde0ad482c93b56bc4df54a68c39a7abd

Observation 7438e57d-f93c-47a3-a4c4-642d770a84c4 · outbound

This paper cites Simultaneous ad auctions.

When Competition Helps: Achieving Optimal Traffic Flow with Multiple Autonomous Planners Simultaneous ad auctions

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:30:54.092976Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-05T22:30:53.496597Z digest=sha256:cef75f626f70341452fd61f0306093c8027f815aebdb877cb38abc6a7dc1f790

Observation 0b362e6a-334c-4e7b-9783-74a60abec4e7 · outbound

This paper cites Mechanism design with strategic mediators.

When Competition Helps: Achieving Optimal Traffic Flow with Multiple Autonomous Planners Mechanism design with strategic mediators

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:30:54.074561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-05T22:30:53.501790Z digest=sha256:c8f64a62d250d11e4dbed1683b104397d315a7206847c9faa072e003f321853d

Observation 89a8bec2-acce-4db5-ae5f-7c887273e2c3 · outbound

This paper cites Cheap talk in games with incomplete information.

When Competition Helps: Achieving Optimal Traffic Flow with Multiple Autonomous Planners Cheap talk in games with incomplete information

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:30:54.057043Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-05T22:30:53.507640Z digest=sha256:f7bd1614ed9c9842ac589f4c29348df76800584fb16728a94b56f1507a5dc668

Observation c022a539-9d63-41ef-841f-4aa3c40805d7 · outbound

This paper cites Computing optimal equilibria in repeated games with restarts.

When Competition Helps: Achieving Optimal Traffic Flow with Multiple Autonomous Planners Computing optimal equilibria in repeated games with restarts

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:30:54.039394Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-05T22:30:53.514153Z digest=sha256:cf33ef965da43760e00d49501d0b07fdb0fd5e92df962a3f13adf5a5b1ebb495

Observation 31741ed8-abff-42ad-8e12-b7b5388ad08d · outbound

This paper cites The myth of the folk theorem.

When Competition Helps: Achieving Optimal Traffic Flow with Multiple Autonomous Planners The myth of the folk theorem

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:30:54.021340Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-05T22:30:53.520776Z digest=sha256:48a28c5c83063ea9106084b4e0651f3adc505075271e8e9cad7e86c9417bb8fe

Observation 072593ff-1819-4591-bb27-01b1478583ad · outbound

This paper cites Mediated communication with transparent motives.

When Competition Helps: Achieving Optimal Traffic Flow with Multiple Autonomous Planners Mediated communication with transparent motives

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:30:54.001728Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-05T22:30:53.525498Z digest=sha256:e154dbe331304bcd9dfc5d72075169872e8597a7416690360b12cdf321224c86

Observation 9d589534-69d1-4df6-ad63-90aea0697aa4 · outbound

This paper cites Muthukrishnan, and Mallesh M.

When Competition Helps: Achieving Optimal Traffic Flow with Multiple Autonomous Planners Muthukrishnan, and Mallesh M

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:30:53.982266Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-05T22:30:53.531157Z digest=sha256:63fe90bdd914f184f78ad23f9d71dc9f29685d984f7f03f8ac0ba5e33fb1c3ce

Observation 0f7f9b32-0d62-489e-8153-2b8fc1a1daf8 · outbound

This paper cites Partition equilibrium.

When Competition Helps: Achieving Optimal Traffic Flow with Multiple Autonomous Planners Partition equilibrium

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:30:53.961266Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-05T22:30:53.537030Z digest=sha256:f6cd31ce43a9e4a4abeecf2dffdaa564bab40dbf1b082f9bbf73eceae074c50d

Observation 78a80ddb-4b52-40bb-9f25-ad26431eb7bc · outbound

This paper cites Communication games, sequential equilibrium, and medi- ators.

When Competition Helps: Achieving Optimal Traffic Flow with Multiple Autonomous Planners Communication games, sequential equilibrium, and medi- ators

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:30:53.941594Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-05T22:30:53.541871Z digest=sha256:8670a85ff84c8cda747974f69de2e760c455d5097563de6f54405b8b1d0dfb53

Observation 5f9d5eaf-e758-47bb-a850-97805cece550 · outbound

This paper cites Making a nash equilibrium resilient to coalitions.

When Competition Helps: Achieving Optimal Traffic Flow with Multiple Autonomous Planners Making a nash equilibrium resilient to coalitions

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:30:53.921647Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-05T22:30:53.547238Z digest=sha256:0eed6c203c0e26939c56d9be21510b4d2acc1337a850957aca481e5109086f98

Observation f5aa3860-5edc-49d8-acce-9cc328c3bb52 · outbound

This paper cites Unmediated communication in games with complete and incomplete information.

When Competition Helps: Achieving Optimal Traffic Flow with Multiple Autonomous Planners Unmediated communication in games with complete and incomplete information

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:30:53.901869Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-05T22:30:53.553351Z digest=sha256:d50b1eeca2af15e817bad8b8555c315a928bf36dbf17eb215c60544f63baec70

Observation 6e7f408d-7561-47d7-abec-2c4ac02c1bdb · outbound

This paper cites Network structure and strong equilibrium in route selection games.

When Competition Helps: Achieving Optimal Traffic Flow with Multiple Autonomous Planners Network structure and strong equilibrium in route selection games

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:30:53.877867Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-05T22:30:53.558934Z digest=sha256:5a03a9e63b7c2801091abee214473843bc41a211ded9deecaebb452eef7bfb29

Observation beaa93cf-8b69-46ce-b6dc-240f26ab1727 · outbound

This paper cites Strong equilibrium in network congestion games: increasing versus decreasing costs.

When Competition Helps: Achieving Optimal Traffic Flow with Multiple Autonomous Planners Strong equilibrium in network congestion games: increasing versus decreasing costs

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:30:53.856297Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-05T22:30:53.564849Z digest=sha256:cb8bfc78760e8a5e512609ca1eacd79a3ad3bd963e152df109fb6733eee1bed3

Observation 4b72265a-1266-491e-93aa-40b1365d3dc7 · outbound

This paper cites Worst-case equilibria.

When Competition Helps: Achieving Optimal Traffic Flow with Multiple Autonomous Planners Worst-case equilibria

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:30:53.838223Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-05T22:30:53.570054Z digest=sha256:10c6ba178912b4e5140be1b4f384300d955f8946bf00758d19f36d1c97d10555

Observation bf104bd9-3595-435f-98c4-47e0908c8db2 · outbound

This paper cites Game theory with simulation of other players.

When Competition Helps: Achieving Optimal Traffic Flow with Multiple Autonomous Planners Game theory with simulation of other players

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:30:53.819973Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-05T22:30:53.574950Z digest=sha256:ce8957b23f4b7499544dc2d6cffc9aaf74f3cbe89626444dde11c98e7434bacb

Observation 54856624-6d72-4d7a-8a0b-cf592bb7a0dc · outbound

This paper cites Equilibrium and potential in coalitional congestion games.

When Competition Helps: Achieving Optimal Traffic Flow with Multiple Autonomous Planners Equilibrium and potential in coalitional congestion games

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:30:53.800858Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-05T22:30:53.579643Z digest=sha256:0f744ad24f85260a2545ebae4faa9ef1706813f91f71d575c31d977551ed971a

Observation 49f36e87-c5dd-490d-bfe2-ee790b4ae895 · outbound

This paper cites Bidding clubs in first-price auc- tions.

When Competition Helps: Achieving Optimal Traffic Flow with Multiple Autonomous Planners Bidding clubs in first-price auc- tions

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:30:53.783966Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-05T22:30:53.584664Z digest=sha256:96e9e1dbd4bfb41044e7f486ad22cad3ef93571ee4d6b7b4d92b437df84a7548

Observation 2eda5623-c210-43d2-88b4-8308553e80a7 · outbound

This paper cites k-implementation.

When Competition Helps: Achieving Optimal Traffic Flow with Multiple Autonomous Planners k-implementation

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:30:53.765540Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-05T22:30:53.589662Z digest=sha256:05524b087c12e9d2ed2550409578668ec21944057fc15b0794eb42d9ab0ea9c3

Observation 65283818-95c2-4685-8810-9d79d6c75992 · outbound

This paper cites K-price auctions: Revenue inequalities, utility equiva- lence, and competition in auction design.

When Competition Helps: Achieving Optimal Traffic Flow with Multiple Autonomous Planners K-price auctions: Revenue inequalities, utility equiva- lence, and competition in auction design

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:30:53.744906Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-05T22:30:53.594733Z digest=sha256:2c81b0ef2bef5648dadeda4bbea5a9c125ac033d9a0c08c709a5a44c61d03360

Observation d207f5ba-10d1-431d-baf2-a0a63aea62e8 · outbound

This paper cites The economics of welfare.

When Competition Helps: Achieving Optimal Traffic Flow with Multiple Autonomous Planners The economics of welfare

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:30:53.726549Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-05T22:30:53.599554Z digest=sha256:18eac8998e21d774d0d0a01f4aa0c9741856a75c36905674735d755fe4180af1

Observation 1b60d8af-6ee4-45c0-a9e5-ffc1388482a3 · outbound

This paper cites How bad is selfish routing? Journal of the ACM (JACM) , 49(2):236–259, 2002.

When Competition Helps: Achieving Optimal Traffic Flow with Multiple Autonomous Planners How bad is selfish routing? Journal of the ACM (JACM) , 49(2):236–259, 2002

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:30:53.708224Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-05T22:30:53.604188Z digest=sha256:515da7b037b0e01c9e110eaf502c5471f859d0697e71cc07bedbdd2141294f9c

Observation b8619959-1013-4e71-ba71-98b81075ef4f · outbound

This paper cites Program equilibrium.

When Competition Helps: Achieving Optimal Traffic Flow with Multiple Autonomous Planners Program equilibrium

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:30:53.683336Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-05T22:30:53.608866Z digest=sha256:bb977d294f77b6e5f86e242b3aa551e6c85c20b29647394f348941907346a4b9

Observation e7895186-f3bc-4b39-8ebb-f4cdb885f9ca · outbound

This paper cites Learning equilibria in repeated congestion games.

When Competition Helps: Achieving Optimal Traffic Flow with Multiple Autonomous Planners Learning equilibria in repeated congestion games

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:30:53.663075Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-05T22:30:53.614197Z digest=sha256:c8c64e59f3a557e51ffa26c31b25c90073d23fed4f49720ed7ca12d40f16214c

Pith citing papers

Observation eb922177-dc08-488a-8311-037a81660e1e · inbound

Competitive mediator games and urban CAV routing markets cites this paper.

Competitive mediator games and urban CAV routing markets When Competition Helps: Achieving Optimal Traffic Flow with Multiple Autonomous Planners

Reference 20

Resolution
verified exact
local_arxiv, observed 2026-08-11T04:59:20.342421Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T04:59:20.159317Z digest=sha256:c79c389ed919380988ed62bf6480e1bb46f427d12bbf757a77f615ae9c9fead7