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Paper Citation Record · LEDGER

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

As of 18 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 2026-08-18T06:34:40.430872+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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T22:30:53.478018Z digest=sha256:7190ae0504cc1361360d2af5231fd8645bca02c7a1e1fb5375bffbe9ecc058fc

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T22:30:53.484322Z digest=sha256:5feb5e764b9228205e452ed3076a966722a12f41446569d08cbe9242b7ff700a

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T22:30:53.490440Z digest=sha256:ddf3a965514d3e18a17f77d76a021678662e6ffb4598df43446e6cd862e8ce2d

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T22:30:53.496597Z digest=sha256:6fa32adbf5a7731bbf81efe53a906d9beca7f547126a47559f6b0dd81f169158

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T22:30:53.501790Z digest=sha256:e23957aef669ae45ac5effcbcc3aa5895b3431aea7b72e90c93c5c3f905bdec3

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T22:30:53.507640Z digest=sha256:cdc96dcd07289d95450a620b0f57e29a2554d844108f7fd57ee81b939e770b8b

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T22:30:53.514153Z digest=sha256:e8f698f87c88daa283c307b49ca83de4250c9f0deb8115604fe77421a86cb4b6

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T22:30:53.520776Z digest=sha256:93324bee4d1fc56fade5ad15af57aee29758e141e8d4b028b6287840754f51d6

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T22:30:53.525498Z digest=sha256:84b869530a8408145f505e87dd8079b588b623a81c5d5b3a13e1aff744ba3e4b

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T22:30:53.531157Z digest=sha256:199c3f78ce89b6afe08907a97cab88df2b1372ff61541c2c32f19eba377787a1

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T22:30:53.537030Z digest=sha256:7baf37a20c89d83ff3bee475850c4d3453344e79e4bf5309d41b5154f89c96f5

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T22:30:53.541871Z digest=sha256:cf4bf02875d5351497106d85335b80f7cc2f20a8af6e00d4aa1d46440421eceb

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T22:30:53.547238Z digest=sha256:db772293691d81e754c1796d3ec1b9103102ec3979ee29f643e4f910873533ba

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T22:30:53.553351Z digest=sha256:1846ef1477bd31a1135d4aed4ecf4ce77e99bd57a4a3f7cec89c95e1c6a9e558

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T22:30:53.558934Z digest=sha256:3e345c5bc91e5e9f80ee0f9c90d4df2f35c3b036df5b016ea179bb14dcbeff68

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T22:30:53.564849Z digest=sha256:4f0ef812f1946de8fe637a2efb1261c637109742c4e432ec7774ce467c7dcfc8

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T22:30:53.570054Z digest=sha256:7eaf646463592f7f53234e2169da2fe74734d7a93fda4b806c26a50fc80e6e17

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T22:30:53.574950Z digest=sha256:f970b55843cdc21209952367badf7d82c5ac9550f842413334f722fd59eac08c

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T22:30:53.579643Z digest=sha256:08a7698da2b55acdb5059e974507771b44d40a8b53ccfc4e5a755f7f62844dff

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T22:30:53.584664Z digest=sha256:58084c977a1d01d5ba803281960875cfa57e3b2ff0e2c02a5f97e8a35323f2cb

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T22:30:53.589662Z digest=sha256:32647b4ac940a9edc0bc5899dd855b573a07749f1f76cdbd582058e034ff5490

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T22:30:53.594733Z digest=sha256:787cb99775d92595e8858d82f2fa086fce64051e31354a3421b01ec4bb0e076c

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T22:30:53.599554Z digest=sha256:d428270027b5c924be48afa3206832e9547dc1b15f9431cc434b83216f09cc3e

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T22:30:53.604188Z digest=sha256:baa5c02e400658dff9ad7d9df76a5945548b65c4a87bef2ae8f45653c93dc80e

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T22:30:53.608866Z digest=sha256:8bc23c9bf27b28e798ebff9022f77e284e5a1147ff825b29643fb9b62aed4531

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T22:30:53.614197Z digest=sha256:0b508c3f91d58145a4bfcf33fad77a5417a0ebcc339f74d4984f7e94eeb083f4

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T04:59:20.159317Z digest=sha256:6ee31740d06efe5617a04c8a5fc56708c574e0f2078f56a17552a8bae1a074a6