Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-05T23:10:17.901189Z
Paper Citation Record · LEDGER
Flow-Based Task Assignment for Large-Scale Online Multi-Agent Pickup and Delivery
As of 17 August 2026, this Paper Citation Record lists 32 of 32 outbound references and 1 inbound Pith citation observation for arXiv:2508.05890.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-06T13:57:14.297570Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-06T13:57:14.480285Z
Reference resolution
32 of 32 outbound references displayed
- verified exact0
- verified fuzzy10
- unresolved22
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation c5c98ecf-1864-4abe-9943-bcc38ccb1fd2 · outbound
This paper cites , " * write output.state after.block = add.period write newline.
Flow-Based Task Assignment for Large-Scale Online Multi-Agent Pickup and Delivery , " * write output.state after.block = add.period write newline
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T23:10:17.698656Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a4e83c73-c8db-4c95-bc63-fa599d092191 · outbound
This paper cites write newline.
Flow-Based Task Assignment for Large-Scale Online Multi-Agent Pickup and Delivery write newline
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T23:10:17.704614Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b5060f97-f65b-4fb6-a088-8d1b40adaf61 · outbound
This paper cites K.; Magnanti, T.
Flow-Based Task Assignment for Large-Scale Online Multi-Agent Pickup and Delivery K.; Magnanti, T
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T23:10:18.547635Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation f231e85f-842a-4a80-87bd-7a9e4abe8e49 · outbound
This paper cites an unresolved cited work.
Flow-Based Task Assignment for Large-Scale Online Multi-Agent Pickup and Delivery Unresolved cited work
Reference 4
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T23:10:18.529128Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 3916678f-7ee9-4741-a2d2-328505f0de2f · outbound
This paper cites an unresolved cited work.
Flow-Based Task Assignment for Large-Scale Online Multi-Agent Pickup and Delivery Unresolved cited work
Reference 5
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T23:10:18.510918Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation a7058550-5d8b-4510-8afd-40d830e7d011 · outbound
This paper cites D.; and Stuckey, P.
Flow-Based Task Assignment for Large-Scale Online Multi-Agent Pickup and Delivery D.; and Stuckey, P
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T23:10:18.493327Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 4aba5500-0e2e-431e-9b32-818df261a4d4 · outbound
This paper cites an unresolved cited work.
Flow-Based Task Assignment for Large-Scale Online Multi-Agent Pickup and Delivery Unresolved cited work
Reference 7
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T23:10:18.476143Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation ffc3199d-b96c-45c3-ad79-da8e422ec715 · outbound
This paper cites an unresolved cited work.
Flow-Based Task Assignment for Large-Scale Online Multi-Agent Pickup and Delivery Unresolved cited work
Reference 8
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T23:10:18.459149Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation da5e8188-c4ef-4233-ab38-66de646bc3a4 · outbound
This paper cites P.; and Matari \'c , M.
Flow-Based Task Assignment for Large-Scale Online Multi-Agent Pickup and Delivery P.; and Matari \'c , M
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T23:10:18.441570Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 0e723bc8-235c-4b75-a353-11993b917460 · outbound
This paper cites an unresolved cited work.
Flow-Based Task Assignment for Large-Scale Online Multi-Agent Pickup and Delivery Unresolved cited work
Reference 10
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T23:10:18.424252Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 70b6e9e6-8561-4de0-b7b0-c07e8700828f · outbound
This paper cites an unresolved cited work.
Flow-Based Task Assignment for Large-Scale Online Multi-Agent Pickup and Delivery Unresolved cited work
Reference 11
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T23:10:18.406412Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 1d62ad6a-a484-4272-887e-f09e3a1a4381 · outbound
This paper cites A.; Stentz, A.; and Dias, M.
Flow-Based Task Assignment for Large-Scale Online Multi-Agent Pickup and Delivery A.; Stentz, A.; and Dias, M
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T23:10:18.387932Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation fc96ca81-b6be-419f-811d-46dbf1adb36e · outbound
This paper cites an unresolved cited work.
Flow-Based Task Assignment for Large-Scale Online Multi-Agent Pickup and Delivery Unresolved cited work
Reference 13
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T23:10:18.372279Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 8bbf778b-e102-4fa4-b8b0-7003a9f6fd9f · outbound
This paper cites G.; Markakis, E.; Kempe, D.; Keskinocak, P.; Kleywegt, A.
Flow-Based Task Assignment for Large-Scale Online Multi-Agent Pickup and Delivery G.; Markakis, E.; Kempe, D.; Keskinocak, P.; Kleywegt, A
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T23:10:18.353980Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 379f22b5-50c5-42e0-a88c-7f925d4ee082 · outbound
This paper cites J.; and Harabor, D.
Flow-Based Task Assignment for Large-Scale Online Multi-Agent Pickup and Delivery J.; and Harabor, D
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T23:10:18.336981Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation d4e6de17-44d9-493e-b51d-b46a303ea177 · outbound
This paper cites an unresolved cited work.
Flow-Based Task Assignment for Large-Scale Online Multi-Agent Pickup and Delivery Unresolved cited work
Reference 16
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T23:10:18.320181Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 8701a67c-3599-4685-829f-da8b6aee31ef · outbound
This paper cites K.; and Kan, A.
Flow-Based Task Assignment for Large-Scale Online Multi-Agent Pickup and Delivery K.; and Kan, A
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T23:10:18.303648Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation ea1c7eb7-5bfe-4312-be28-9ee2f5e8d300 · outbound
This paper cites an unresolved cited work.
Flow-Based Task Assignment for Large-Scale Online Multi-Agent Pickup and Delivery Unresolved cited work
Reference 18
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T23:10:18.279367Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation d757b71d-739b-4ac9-821f-40962a2c8ed2 · outbound
This paper cites S.; and Koenig, S.
Flow-Based Task Assignment for Large-Scale Online Multi-Agent Pickup and Delivery S.; and Koenig, S
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T23:10:18.260167Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation a961b349-14bf-47de-befe-914b9292ff4e · outbound
This paper cites an unresolved cited work.
Flow-Based Task Assignment for Large-Scale Online Multi-Agent Pickup and Delivery Unresolved cited work
Reference 20
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T23:10:18.243120Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 4dd0bc6b-25ef-4e84-91e8-5d234bd883f9 · outbound
This paper cites S.; Luckow, K.
Flow-Based Task Assignment for Large-Scale Online Multi-Agent Pickup and Delivery S.; Luckow, K
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T23:10:18.223227Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 0b23505e-4e58-4af8-bfc1-d10686c5e551 · outbound
This paper cites an unresolved cited work.
Flow-Based Task Assignment for Large-Scale Online Multi-Agent Pickup and Delivery Unresolved cited work
Reference 22
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T23:10:18.205941Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation f22f7371-3fd2-476f-8e88-b401d7fe3a02 · outbound
This paper cites an unresolved cited work.
Flow-Based Task Assignment for Large-Scale Online Multi-Agent Pickup and Delivery Unresolved cited work
Reference 23
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T23:10:18.186082Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation d508b65e-2e09-4e00-a141-43ca3f2f8f27 · outbound
This paper cites an unresolved cited work.
Flow-Based Task Assignment for Large-Scale Online Multi-Agent Pickup and Delivery Unresolved cited work
Reference 24
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T23:10:18.165419Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation c67aeaf5-ee1f-4fd2-8758-547193efae71 · outbound
This paper cites an unresolved cited work.
Flow-Based Task Assignment for Large-Scale Online Multi-Agent Pickup and Delivery Unresolved cited work
Reference 25
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T23:10:18.145264Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation bedff798-079b-4aab-9cfe-31c50df3851f · outbound
This paper cites an unresolved cited work.
Flow-Based Task Assignment for Large-Scale Online Multi-Agent Pickup and Delivery Unresolved cited work
Reference 26
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T23:10:18.123972Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation b59e7cba-5a4d-49b3-9cb7-470bd7d04c38 · outbound
This paper cites an unresolved cited work.
Flow-Based Task Assignment for Large-Scale Online Multi-Agent Pickup and Delivery Unresolved cited work
Reference 27
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T23:10:18.097291Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 3f76a96b-9af2-40bc-ae96-8199ea287e0b · outbound
This paper cites an unresolved cited work.
Flow-Based Task Assignment for Large-Scale Online Multi-Agent Pickup and Delivery Unresolved cited work
Reference 28
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T23:10:18.075058Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 58087a84-2cb6-4d18-b81c-09ec6531f4f0 · outbound
This paper cites an unresolved cited work.
Flow-Based Task Assignment for Large-Scale Online Multi-Agent Pickup and Delivery Unresolved cited work
Reference 29
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T23:10:18.051624Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 42dc98c1-3364-42bb-8cea-a9837bafdb1d · outbound
This paper cites an unresolved cited work.
Flow-Based Task Assignment for Large-Scale Online Multi-Agent Pickup and Delivery Unresolved cited work
Reference 30
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T23:10:18.019301Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 325f837a-beae-4981-a518-e4e1d64922ba · outbound
This paper cites M.; Biswas, J.; Coltin, B.; and Rosenthal, S.
Flow-Based Task Assignment for Large-Scale Online Multi-Agent Pickup and Delivery M.; Biswas, J.; Coltin, B.; and Rosenthal, S
Reference 31
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T23:10:17.993404Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation bc1b2c68-b1d4-44f9-9630-866b82c4c71f · outbound
This paper cites an unresolved cited work.
Flow-Based Task Assignment for Large-Scale Online Multi-Agent Pickup and Delivery Unresolved cited work
Reference 32
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T23:10:17.971488Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Pith citing papers
Observation 6c5db2dc-8552-4ded-8908-72143ba8ff35 · inbound
PRIMAL3: Pathfinding via Reinforcement and Imitation Multi-Agent Learning - Leveraging LaCAM3 cites this paper.
PRIMAL3: Pathfinding via Reinforcement and Imitation Multi-Agent Learning - Leveraging LaCAM3 Flow-Based Task Assignment for Large-Scale Online Multi-Agent Pickup and Delivery
Reference 58
- Resolution
- verified exact
- local_arxiv, observed 2026-08-06T13:57:14.485727Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.