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Paper Citation Record · LEDGER

MARA: Flow-Matching-Guided Multi-Agent Resource Allocation for Computational Resource Efficient Learning

As of 15 August 2026, this Paper Citation Record lists 23 of 23 outbound references and 0 inbound Pith citation observations for arXiv:2608.09130.

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

pith.paper-citation-record.v1
2608.09130 v1

Coverage vector

measured 23 of 23 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T23:02:29.573136Z

measured 23 of 23 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+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

23 of 23 outbound references displayed

  • verified exact3
  • verified fuzzy5
  • unresolved14
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation fe5a4e0a-807a-4fd5-a34a-662c12ae2782 · outbound

This paper cites Bellemare, Yavar Naddaf, Joel Veness, and Michael Bowling.

MARA: Flow-Matching-Guided Multi-Agent Resource Allocation for Computational Resource Efficient Learning Bellemare, Yavar Naddaf, Joel Veness, and Michael Bowling

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-11T23:02:29.426584Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T23:02:29.426584Z digest=sha256:f66e1954057bdcee1addc3e4053344b814b0bf7c4d8df70f60b5e04c5f1a6e32

Observation dfbca123-9f04-4b39-98b6-99816c70303f · outbound

This paper cites an unresolved cited work.

MARA: Flow-Matching-Guided Multi-Agent Resource Allocation for Computational Resource Efficient Learning Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-11T23:02:30.293366Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T23:02:29.433341Z digest=sha256:f93d37f43b940c661265fde88d706cd703e09885b0d818a109c229a3edbb4a26

Observation db809a8a-0ef7-4a57-97d9-bb3c71f08651 · outbound

This paper cites an unresolved cited work.

MARA: Flow-Matching-Guided Multi-Agent Resource Allocation for Computational Resource Efficient Learning Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-11T23:02:30.272508Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T23:02:29.439691Z digest=sha256:1ea9d72ab77212ec1bee979e6418ab4f0f0546547171432a29899332fe93ba46

Observation dab8d203-9490-442c-8812-492d2ff6222d · outbound

This paper cites 2009.Learning Multiple Layers of Features from Tiny Images.

MARA: Flow-Matching-Guided Multi-Agent Resource Allocation for Computational Resource Efficient Learning 2009.Learning Multiple Layers of Features from Tiny Images

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:02:30.251554Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T23:02:29.449295Z digest=sha256:5c88be9dad8e6de978b1e2000ac0ead73e43c3e531916a309854a888333e1cf4

Observation 3620ae6d-6515-4e07-bc01-9f26b8550650 · outbound

This paper cites Trust Region Policy Optimisation in Multi-Agent Reinforcement Learning.

MARA: Flow-Matching-Guided Multi-Agent Resource Allocation for Computational Resource Efficient Learning Trust Region Policy Optimisation in Multi-Agent Reinforcement Learning

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-11T23:02:29.459371Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T23:02:29.459371Z digest=sha256:0f2e5b956e789954f1ddf34d7ebdfda2c8a947779c3483bafc4a8be0109eaf75

Observation 78b2a2c1-d261-48ad-86c1-b17b7aa3faf4 · outbound

This paper cites an unresolved cited work.

MARA: Flow-Matching-Guided Multi-Agent Resource Allocation for Computational Resource Efficient Learning Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-11T23:02:30.232826Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T23:02:29.468835Z digest=sha256:0c4f14256691a3d2ba27347f6388ea0c470030492f0dbb853af854f0f5c7cd0a

Observation cee810de-97ef-456b-99c9-8e16e659e47f · outbound

This paper cites an unresolved cited work.

MARA: Flow-Matching-Guided Multi-Agent Resource Allocation for Computational Resource Efficient Learning Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-11T23:02:30.214302Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T23:02:29.474838Z digest=sha256:1ad6155e83cfcca900f0cb1a0f2b002362a40157e07fb0e2788d70de27723ac9

Observation 3bbff8ee-104c-4669-aada-987fb2295edc · outbound

This paper cites Flow Straight and Fast: Learning to Generate and Transfer Data with Rectified Flow.

MARA: Flow-Matching-Guided Multi-Agent Resource Allocation for Computational Resource Efficient Learning Flow Straight and Fast: Learning to Generate and Transfer Data with Rectified Flow

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-11T23:02:29.485684Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T23:02:29.485684Z digest=sha256:aa5a9211b36218831229b93f46b4c80d31d29218c48df73f0ab4d90ea1558702

Observation a78d536f-71f3-4e34-8b45-8c635f59359d · outbound

This paper cites Maas, Raymond E.

MARA: Flow-Matching-Guided Multi-Agent Resource Allocation for Computational Resource Efficient Learning Maas, Raymond E

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:02:30.192885Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T23:02:29.497438Z digest=sha256:3f514f3faa9980f405a742d80edac7d73ed0d8a8d4cff6773617bd5e4d6864cd

Observation 4d51a660-b324-4ac6-b079-2a9a55d7f78c · outbound

This paper cites Ng, Daishi Harada, and Stuart J.

MARA: Flow-Matching-Guided Multi-Agent Resource Allocation for Computational Resource Efficient Learning Ng, Daishi Harada, and Stuart J

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:02:30.169159Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T23:02:29.508223Z digest=sha256:544ed63a85a2ea1eedeff1e946796f7ec99e33c420e581eb25f24f6792edb73d

Observation 34a1ce6d-f8d1-4c9b-be3f-c9a1768670c9 · outbound

This paper cites an unresolved cited work.

MARA: Flow-Matching-Guided Multi-Agent Resource Allocation for Computational Resource Efficient Learning Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-11T23:02:30.129658Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T23:02:29.512920Z digest=sha256:38765458db4aa64436cf668db70cee8deee79645d0d9c91ee3aeac64f7ca6aa0

Observation e63caa89-1f9d-4404-81c2-8d08d561760d · outbound

This paper cites an unresolved cited work.

MARA: Flow-Matching-Guided Multi-Agent Resource Allocation for Computational Resource Efficient Learning Unresolved cited work

Reference 12

Resolution
malformed identifier
no resolver link, observed 2026-08-11T23:02:29.518823Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T23:02:29.518823Z digest=sha256:9fdd0773ef86ab4458712f3b6bab8558a2c256fb457740d808404aeba9e6229d

Observation 31a004a1-41fb-47cc-ac00-b58f9d184a71 · outbound

This paper cites Ganger, and Eric P.

MARA: Flow-Matching-Guided Multi-Agent Resource Allocation for Computational Resource Efficient Learning Ganger, and Eric P

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:02:30.109633Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T23:02:29.523449Z digest=sha256:4f9e58105a80c1367d5cfc9c19ecf3f7300940a8323e9600165725b89c61fe6a

Observation fda2b5fe-8177-4b8a-b2a8-5883b202f36a · outbound

This paper cites an unresolved cited work.

MARA: Flow-Matching-Guided Multi-Agent Resource Allocation for Computational Resource Efficient Learning Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-11T23:02:30.088280Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T23:02:29.528513Z digest=sha256:c41eb342f9d45c329bcec13c4be23e9c6460db3d0480ae53e3301498f9f2ae4f

Observation fad72c62-6ae6-43a4-871d-caee7f6b041e · outbound

This paper cites Jordan, and Pieter Abbeel.

MARA: Flow-Matching-Guided Multi-Agent Resource Allocation for Computational Resource Efficient Learning Jordan, and Pieter Abbeel

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:02:30.058079Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T23:02:29.533138Z digest=sha256:f78942bee1c957f95523c5a36360276ff07fdac7ada7f06145decd6cd9ea1300

Observation ca4edcf2-4d97-4c39-b75d-667e362e831a · outbound

This paper cites an unresolved cited work.

MARA: Flow-Matching-Guided Multi-Agent Resource Allocation for Computational Resource Efficient Learning Unresolved cited work

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-11T23:02:29.537868Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T23:02:29.537868Z digest=sha256:0831649b93f34a6948cfdc9a20749af55e820a9519811ff652e92945af0a0401

Observation a7d639c5-a9ed-4c0a-9254-805826ba92df · outbound

This paper cites an unresolved cited work.

MARA: Flow-Matching-Guided Multi-Agent Resource Allocation for Computational Resource Efficient Learning Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-11T23:02:30.012780Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T23:02:29.547458Z digest=sha256:9ba52831be7b6513a13deb91aa557d4c70038b37b901d96c8304ce6785bd9356

Observation af12fc60-057d-4e8f-8fde-ce0da346be9c · outbound

This paper cites an unresolved cited work.

MARA: Flow-Matching-Guided Multi-Agent Resource Allocation for Computational Resource Efficient Learning Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-11T23:02:29.995421Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T23:02:29.552431Z digest=sha256:8027d608dace7bbf85ffc34b69c2e08df0cc7d462fbf96ee6a7c28fa17ef510b

Observation b4e80c20-c150-4445-99a2-13caf862ea1c · outbound

This paper cites an unresolved cited work.

MARA: Flow-Matching-Guided Multi-Agent Resource Allocation for Computational Resource Efficient Learning Unresolved cited work

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-11T23:02:29.557778Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T23:02:29.557778Z digest=sha256:60028f4b19b6cf9e4211cc23f4fb188326fc914c78adacbd03565a7ac63d862c

Observation c4d0c7a3-a146-4e1e-8fc4-ca835bbb9f8d · outbound

This paper cites an unresolved cited work.

MARA: Flow-Matching-Guided Multi-Agent Resource Allocation for Computational Resource Efficient Learning Unresolved cited work

Reference 20

Resolution
verified exact
doi, observed 2026-08-11T23:02:29.665260Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T23:02:29.563144Z digest=sha256:a86df583064d1a05ed0916aaf003716e56affa6a0a0ab2096c9aa2a5c89d0dcf

Observation a073654a-8499-4b4d-a2f2-73774a08f2df · outbound

This paper cites Freedman.

MARA: Flow-Matching-Guided Multi-Agent Resource Allocation for Computational Resource Efficient Learning Freedman

Reference 21

Resolution
verified exact
doi, observed 2026-08-11T23:02:29.647009Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T23:02:29.568503Z digest=sha256:1567672989c03d6b971bf16efc44bc080a8956eea0def8a105f991ab462bfdca

Observation d6c3ab52-8f13-409e-8680-c5c45476cb21 · outbound

This paper cites an unresolved cited work.

MARA: Flow-Matching-Guided Multi-Agent Resource Allocation for Computational Resource Efficient Learning Unresolved cited work

Reference 22

Resolution
verified exact
doi, observed 2026-08-11T23:02:29.627454Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T23:02:29.573136Z digest=sha256:2de88de164f08d278a78d6047150af253dacc771dff3ed8b44e139cff19c90d8

Observation de8c875e-f2b6-4fc2-8953-493dc8c1cb3f · outbound

This paper cites Proximal Policy Optimization Algorithms.

MARA: Flow-Matching-Guided Multi-Agent Resource Allocation for Computational Resource Efficient Learning Proximal Policy Optimization Algorithms

Reference 2017

Resolution
unresolved
no resolver link, observed 2026-08-11T23:02:29.542626Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T23:02:29.542626Z digest=sha256:92184262f0f96e05dd0b1c116cdf444bc2e547da93c43785dd6287c854db5e16

Pith citing papers

No inbound Pith citation observations are available.