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Paper Citation Record · LEDGER

Ad-Hoc Human-AI Coordination Challenge

As of 18 August 2026, this Paper Citation Record lists 87 of 87 outbound references and 0 inbound Pith citation observations for arXiv:2506.21490.

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

pith.paper-citation-record.v1
2506.21490 v2

Coverage vector

measured 87 of 87 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T22:29:58.947358Z

measured 87 of 87 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 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

87 of 87 outbound references displayed

  • verified exact1
  • verified fuzzy5
  • unresolved79
  • parse uncertain0
  • malformed identifier2
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a767ff42-ea8e-4102-a928-1095e3364531 · outbound

This paper cites an unresolved cited work.

Ad-Hoc Human-AI Coordination Challenge Unresolved cited work

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-06T22:28:27.043114Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:28:27.043114Z digest=sha256:ec9443991627357b888e2f5803e9960b99284c6bcbecafe22c0f78c4bd35de1a

Observation c1b19e59-4d15-421b-9515-9d213a61f8e7 · outbound

This paper cites an unresolved cited work.

Ad-Hoc Human-AI Coordination Challenge Unresolved cited work

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-06T22:29:27.078309Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:29:27.078309Z digest=sha256:d9b5929ddc97ce5dfa65b136a0cbb5a8287c4f5d40c3f8b5a478806316434755

Observation 504b726d-bee9-467a-bde8-ab5c78d56898 · outbound

This paper cites an unresolved cited work.

Ad-Hoc Human-AI Coordination Challenge Unresolved cited work

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-06T22:29:27.145056Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:29:27.145056Z digest=sha256:a032255d67970fdec38027f8327a6f812da470cdde6e1d5e7aeb226e2dcc7754

Observation 44a4eb4a-5dae-4b47-97fa-c419deb1e4d3 · outbound

This paper cites an unresolved cited work.

Ad-Hoc Human-AI Coordination Challenge Unresolved cited work

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-06T22:29:27.165531Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:29:27.165531Z digest=sha256:d40e8d1c9d109e6e5af059caaab0faf6345b22ef23370b524aa97159046a78ce

Observation 64eba52a-1c67-48ef-9107-48e59362cc44 · outbound

This paper cites an unresolved cited work.

Ad-Hoc Human-AI Coordination Challenge Unresolved cited work

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-06T22:29:27.184596Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:29:27.184596Z digest=sha256:01b6ebe144d3a48ec8980e5a3550037e74302600fd4403ee584edd8901624494

Observation f3ced1a6-6963-408f-bc8b-7a75a5d61064 · outbound

This paper cites an unresolved cited work.

Ad-Hoc Human-AI Coordination Challenge Unresolved cited work

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-06T22:29:27.225665Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:29:27.225665Z digest=sha256:a13c06841a87a909afbd2f7fb464185efbeb7c925c0595e82fe0432cb511dcaf

Observation a2ca04b2-c51f-45fd-b2d5-f3dc23336091 · outbound

This paper cites an unresolved cited work.

Ad-Hoc Human-AI Coordination Challenge Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:30:03.617060Z

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=2026-08-06T22:29:27.245177Z digest=sha256:df9f2eea71ac3915266798790fb7fbdcd095470d15803e7679e9c6fc767bc2b2

Observation 1f4f708a-e876-4584-8e66-1583ee9c60b4 · outbound

This paper cites an unresolved cited work.

Ad-Hoc Human-AI Coordination Challenge Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:30:03.541658Z

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=2026-08-06T22:29:27.261253Z digest=sha256:4d9aa0d36a22205118d1569deb467c4630a998933f6973e4a369ad97e39cfb3c

Observation cc178d42-e707-41a3-9f1f-69b35d7d60eb · outbound

This paper cites an unresolved cited work.

Ad-Hoc Human-AI Coordination Challenge Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:30:03.480448Z

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=2026-08-06T22:29:27.278472Z digest=sha256:3b090cc7edd4f47538d085bc3b5a0eaa1b730f30d2b5c758e6b47acaec16fb20

Observation 4e86d148-6431-45e6-be41-5668430fd3cc · outbound

This paper cites an unresolved cited work.

Ad-Hoc Human-AI Coordination Challenge Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:30:03.406410Z

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=2026-08-06T22:29:27.290583Z digest=sha256:080e2427ab4f1e6981aef1d7ab747a0880b662893d92e433d63413a615877d34

Observation 853b46d2-c75e-45a2-a2a9-025991edced0 · outbound

This paper cites an unresolved cited work.

Ad-Hoc Human-AI Coordination Challenge Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:30:03.320549Z

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=2026-08-06T22:29:27.311165Z digest=sha256:91c1561e7330a4fda5dc964d3b171c80f1d15327ef011f52663cd6444d9ee870

Observation 1bb89b5d-e667-40d5-b226-6bd0dcd72aaf · outbound

This paper cites an unresolved cited work.

Ad-Hoc Human-AI Coordination Challenge Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:30:03.270146Z

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=2026-08-06T22:29:27.330096Z digest=sha256:281303b7f74c2aca06fc4b0900030c9b49cf43f4880c82d8931e81cf19d40966

Observation 3d8141f5-380e-4886-b8d5-bc10fa418c88 · outbound

This paper cites an unresolved cited work.

Ad-Hoc Human-AI Coordination Challenge Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:30:03.143062Z

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=2026-08-06T22:29:27.344119Z digest=sha256:19757f2ccbfbbdfbd5234f04cc78f68ecc8d177536c7fbeb6815a9cc41fad60a

Observation ba8f162f-c0de-4793-91da-f510bf1c8c13 · outbound

This paper cites an unresolved cited work.

Ad-Hoc Human-AI Coordination Challenge Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:30:03.075940Z

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=2026-08-06T22:29:27.358121Z digest=sha256:1474abc0521662b78c8031bcb6d64ba1c7119b3ff786405e21ed35b7dbc25c0c

Observation b29717b3-602d-415d-acb0-238f3ef098d4 · outbound

This paper cites an unresolved cited work.

Ad-Hoc Human-AI Coordination Challenge Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:30:03.002440Z

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=2026-08-06T22:29:27.375098Z digest=sha256:245d06c62bb237d37beaba03a82757ceb3be5b86e539d3d5fcb5602f4d10bed0

Observation f33a6e64-52d5-4945-a0ee-2225adb12d26 · outbound

This paper cites an unresolved cited work.

Ad-Hoc Human-AI Coordination Challenge Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:30:02.945825Z

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=2026-08-06T22:29:27.397370Z digest=sha256:0bfc6b23dd53f338199d60dd11011269afc8c5d62ae8d9a24d9eeda206abe896

Observation 070732d8-67be-4a8f-80f9-8ef48bff0bec · outbound

This paper cites an unresolved cited work.

Ad-Hoc Human-AI Coordination Challenge Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:30:02.851998Z

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=2026-08-06T22:29:27.417715Z digest=sha256:94b0606f5e0066aa9baf9b7f555317151c9b453243c87f3b165bba9eb8b26bdc

Observation 95b28fed-717b-42f8-9ae2-c2073c8f5a6f · outbound

This paper cites an unresolved cited work.

Ad-Hoc Human-AI Coordination Challenge Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:30:02.771702Z

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=2026-08-06T22:29:27.432924Z digest=sha256:18d3624921cc6dd6f497dff7c18e7e0b1fb47c8e2e51c2318a7bc143ae9d4297

Observation 1052e6b1-c1ec-43f8-a4ae-b4f1f7d9364c · outbound

This paper cites an unresolved cited work.

Ad-Hoc Human-AI Coordination Challenge Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:30:02.703206Z

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=2026-08-06T22:29:27.445288Z digest=sha256:6a85eb5f8a5a4d3f751721ed33d6f6f60e91bfc6477bb976df373b59ea6293a4

Observation 40effc39-f185-4213-865f-fa5cfd636286 · outbound

This paper cites an unresolved cited work.

Ad-Hoc Human-AI Coordination Challenge Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:30:02.614394Z

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=2026-08-06T22:29:27.464586Z digest=sha256:120fcf8ccb73ac528b38d22fb3bd5cfbd29b9d142a1dadbe02559ef5650299dc

Observation aa33ef07-823f-480e-805b-f1bd6f965181 · outbound

This paper cites an unresolved cited work.

Ad-Hoc Human-AI Coordination Challenge Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:30:02.558558Z

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=2026-08-06T22:29:27.480019Z digest=sha256:9a92c0e157f3122c83a526d988798b579e131fb7210e254a1a279b4847ae61ee

Observation f7f11a0b-4089-4f8b-aa88-2c046afe838a · outbound

This paper cites an unresolved cited work.

Ad-Hoc Human-AI Coordination Challenge Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:30:02.499684Z

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=2026-08-06T22:29:27.496305Z digest=sha256:0fd89cdc75c5da198be9673dd6927e87c6d210d099357a7c5a92135c3ad04a93

Observation 9c3c8614-eed9-4cc2-a0ab-ef9dab53e04a · outbound

This paper cites an unresolved cited work.

Ad-Hoc Human-AI Coordination Challenge Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:30:02.435370Z

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=2026-08-06T22:29:27.512211Z digest=sha256:5d2c41209bab39ef802d05758edb515f768a06714548f27458b185ac5da00cfb

Observation 822756c6-fd5b-4650-b23a-af15220433f2 · outbound

This paper cites an unresolved cited work.

Ad-Hoc Human-AI Coordination Challenge Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:30:02.366991Z

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=2026-08-06T22:29:27.533252Z digest=sha256:2e419f1e6b1985d96a5ccb0c10d86b2091b859907a6feaf2b24ebecb1f2711e9

Observation 79f60486-bc1a-4c3b-ae0b-7a681e55defb · outbound

This paper cites an unresolved cited work.

Ad-Hoc Human-AI Coordination Challenge Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:30:02.305422Z

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=2026-08-06T22:29:27.548537Z digest=sha256:de3782ee2fe7139c31a0b1c9550fe39ded40c87d8e9ee3ee2b1c0364a6c9ef81

Observation b8264949-89c5-48c2-9e84-36b3981f84cf · outbound

This paper cites an unresolved cited work.

Ad-Hoc Human-AI Coordination Challenge Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:30:02.232930Z

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=2026-08-06T22:29:27.568005Z digest=sha256:235da16a3ae4bcacd2bfc4c9cea2a2517c1333e7542b0c3d46fcf5b5d593f61b

Observation d77bc0b7-88ab-46a2-a878-397454162828 · outbound

This paper cites an unresolved cited work.

Ad-Hoc Human-AI Coordination Challenge Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:30:02.179923Z

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=2026-08-06T22:29:27.589703Z digest=sha256:7a118632f045b1cea1c141644c605709d250f7ba41bd6140ebe14887e08de067

Observation 1d5671ff-156b-4787-ab91-201a7324ac00 · outbound

This paper cites an unresolved cited work.

Ad-Hoc Human-AI Coordination Challenge Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:30:02.115813Z

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=2026-08-06T22:29:27.606394Z digest=sha256:4790ef1befda79b66217bad165f22aafbc66a965f732b06122ecf67b42e87dfc

Observation 1f0d15d3-fb9c-495c-9893-253932df28f7 · outbound

This paper cites an unresolved cited work.

Ad-Hoc Human-AI Coordination Challenge Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:30:02.065213Z

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=2026-08-06T22:29:27.622260Z digest=sha256:bff9d64ad772a2f4200388f3b42f61c2e00700c3485cb5e76be9e87d0623b630

Observation db253e06-0094-4b1b-a007-40a7b2aa258f · outbound

This paper cites an unresolved cited work.

Ad-Hoc Human-AI Coordination Challenge Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:30:01.995378Z

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=2026-08-06T22:29:27.639750Z digest=sha256:e78fad651a6cee70dea1a0ef89c842a45c3d90cd76cdaaf7f63680dd44093eab

Observation 83cea9ad-b62e-4f62-b02b-6393d3bee302 · outbound

This paper cites an unresolved cited work.

Ad-Hoc Human-AI Coordination Challenge Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:30:01.891925Z

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=2026-08-06T22:29:27.656577Z digest=sha256:10da34d6a4fa3f5fac0c4d4faec08fc40509b0ac266a2390309b1ed299624e8d

Observation d1c82311-50d0-461b-899b-f22eb1fbe62e · outbound

This paper cites an unresolved cited work.

Ad-Hoc Human-AI Coordination Challenge Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:30:01.798616Z

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=2026-08-06T22:29:27.682415Z digest=sha256:b03e96fa8a795b3c8a2a9842e0661388be6c1c5048fc01a42b45e87ef5c2e002

Observation 4aa60e13-7ab7-4d27-89db-c58661ddc6ea · outbound

This paper cites an unresolved cited work.

Ad-Hoc Human-AI Coordination Challenge Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:30:01.733336Z

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=2026-08-06T22:29:27.701963Z digest=sha256:c5c8e1b2a48860880f9ed5806d421c93713e2847ed7a35f8aac4401726c18de4

Observation dae37322-1b11-4fdc-bd0e-cfe1de9b88be · outbound

This paper cites an unresolved cited work.

Ad-Hoc Human-AI Coordination Challenge Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:30:01.684510Z

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=2026-08-06T22:29:27.718701Z digest=sha256:46d7c4335a9c9977c2e6e164f03df6d95aa54b76dd45de6feed658fc600a4d34

Observation bc5c1a4b-a8bf-433f-acee-816429d55585 · outbound

This paper cites an unresolved cited work.

Ad-Hoc Human-AI Coordination Challenge Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:30:01.653771Z

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=2026-08-06T22:29:27.747231Z digest=sha256:b500b387670c11007fe1a60b0c972d4aff7e09fdcc75af9eb83291ed892f06b3

Observation 5a5e2b47-1cab-49ca-9698-5a2954c568cd · outbound

This paper cites an unresolved cited work.

Ad-Hoc Human-AI Coordination Challenge Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:30:01.605632Z

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=2026-08-06T22:29:27.767172Z digest=sha256:5571894de00495cbca5bd878f77561705ebd1fb0afbefbf16c4084ae631bf782

Observation 977d1bfb-cac6-4c3e-9c4e-ab781412c5f3 · outbound

This paper cites an unresolved cited work.

Ad-Hoc Human-AI Coordination Challenge Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:30:01.588315Z

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=2026-08-06T22:29:27.786416Z digest=sha256:2b30a680a071bafd32e78c811a13f537586a86b52ac9600aac11a7c37ac2af4a

Observation d3e275fe-7123-4f5a-99eb-29d396c5ad2d · outbound

This paper cites an unresolved cited work.

Ad-Hoc Human-AI Coordination Challenge Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:30:01.518438Z

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=2026-08-06T22:29:27.805530Z digest=sha256:16002a687461dc0463558c9d19fb8dd7d0ee5f8631b22e10a854334ede1dfcf2

Observation 978b70c8-c1ac-4fe7-bcd1-66a4868b04cf · outbound

This paper cites an unresolved cited work.

Ad-Hoc Human-AI Coordination Challenge Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:30:01.469445Z

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=2026-08-06T22:29:27.821750Z digest=sha256:8b92dd0571ee7838543a1ed05238d4fd56b6582ddfb8f19c38eba8da5a2d6281

Observation 51088ab6-b220-473d-9dff-e09636e30ba8 · outbound

This paper cites an unresolved cited work.

Ad-Hoc Human-AI Coordination Challenge Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:30:01.362540Z

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=2026-08-06T22:29:27.844008Z digest=sha256:c6e466ecb6ec9c204db7292755d7da073216ee0fbf40c41d84bab545c299b18d

Observation a8c45f00-e47a-4283-8b30-bbf237192904 · outbound

This paper cites an unresolved cited work.

Ad-Hoc Human-AI Coordination Challenge Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:30:01.305570Z

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=2026-08-06T22:29:27.875109Z digest=sha256:35986459b967edfbdafb8a156cd31bf1d77707c55c09ccb1126873ba701321ed

Observation 54d9329c-8b53-42ee-a130-e6517af4a933 · outbound

This paper cites an unresolved cited work.

Ad-Hoc Human-AI Coordination Challenge Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:30:01.218092Z

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=2026-08-06T22:29:27.919200Z digest=sha256:3f70455ec32d71b2e91f43871a4f863de569de8df29156c3dfed1dec60d4340c

Observation 291ec6ca-84ff-4060-9bcf-5fa4fa1e96f1 · outbound

This paper cites an unresolved cited work.

Ad-Hoc Human-AI Coordination Challenge Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:30:01.129440Z

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=2026-08-06T22:29:27.932322Z digest=sha256:86c05d1bc07fced24935a1e057ad7abb9afee16e635296d90d869849bf3c217d

Observation 0cf13180-ffd6-4d1b-adfb-ded0b8b928a2 · outbound

This paper cites an unresolved cited work.

Ad-Hoc Human-AI Coordination Challenge Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:30:01.034365Z

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=2026-08-06T22:29:27.968378Z digest=sha256:5297b7817a6b7d0285350a0a7822eca6a5df0360ffaa160532ca3feb6989bc24

Observation 4d4e2e0e-7af3-4c5c-a38a-3317ee2c810c · outbound

This paper cites an unresolved cited work.

Ad-Hoc Human-AI Coordination Challenge Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:30:00.987703Z

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=2026-08-06T22:29:27.985406Z digest=sha256:03e78798fb7e189add56952e05c723321570b57975848a877286629cbf4b59fe

Observation 8b893f37-15f7-4509-97d3-3b058a7eb8f4 · outbound

This paper cites an unresolved cited work.

Ad-Hoc Human-AI Coordination Challenge Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:30:00.894754Z

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=2026-08-06T22:29:27.993701Z digest=sha256:b9a8317a205af39edf45217306d35cd37bfb887a6e3bd66d49b27b0395c96441

Observation d457dab8-61c6-4133-b793-4c5b0aaae212 · outbound

This paper cites an unresolved cited work.

Ad-Hoc Human-AI Coordination Challenge Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:30:00.765039Z

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=2026-08-06T22:29:28.006412Z digest=sha256:fd9ea793b5c1e0e2bcbb54c713808b2012943667a8c641315b11688f70983c85

Observation 925e2afb-f524-4c0d-8a4b-20a7a165eec5 · outbound

This paper cites an unresolved cited work.

Ad-Hoc Human-AI Coordination Challenge Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:30:00.727758Z

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=2026-08-06T22:29:28.028358Z digest=sha256:adb6a568d2e3bbe436cc7c8866755c6dd2311d5a4123b79ef18d8d12e3a964df

Observation 5645f92a-208b-406e-87e4-60d939660139 · outbound

This paper cites an unresolved cited work.

Ad-Hoc Human-AI Coordination Challenge Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:30:00.620343Z

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=2026-08-06T22:29:28.048767Z digest=sha256:c05a957faf2ff2e45a46a5c89495193b4ecb6dc7312af5e779976ee37dec3c56

Observation ac0b7cff-6456-40aa-8151-7c268318af76 · outbound

This paper cites an unresolved cited work.

Ad-Hoc Human-AI Coordination Challenge Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:30:00.523653Z

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=2026-08-06T22:29:28.053564Z digest=sha256:2759131e874ed529042b95051e1feb73782ab8203c6b94ebf6320ae909cade2b

Observation 22a4a5c3-30a9-41ea-89a6-ed60ab6d934f · outbound

This paper cites an unresolved cited work.

Ad-Hoc Human-AI Coordination Challenge Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:30:00.489280Z

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=2026-08-06T22:29:28.068749Z digest=sha256:cc2350d627073b371196612d62272f5eea5b7e00cd6c8cf83a1bbde76d00a776

Observation 3cb2bf49-82e9-4278-95c7-e214f42bb7ed · outbound

This paper cites an unresolved cited work.

Ad-Hoc Human-AI Coordination Challenge Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:30:00.465448Z

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=2026-08-06T22:29:28.094013Z digest=sha256:9c8e4ad966d59f45e92beb47696016eafdcc095b2e203fbd15e3bc41dbf2adbb

Observation d305bdb2-ced9-4b3e-8a0b-bb57d3fbe24c · outbound

This paper cites an unresolved cited work.

Ad-Hoc Human-AI Coordination Challenge Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:30:00.439833Z

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=2026-08-06T22:29:28.117690Z digest=sha256:fb68f81231f8590b02f7cc10908be9a7247c835618e97448ff250e95e6702112

Observation ca73f832-5e2e-43eb-84ac-7a1ee2a5d83f · outbound

This paper cites an unresolved cited work.

Ad-Hoc Human-AI Coordination Challenge Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:30:00.418569Z

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=2026-08-06T22:29:28.137590Z digest=sha256:4b314835f6a5031056a7abb3edeb5b0971e9fadd4bdb65368cee805ae33852f3

Observation 4d7f613b-3c4e-4fd0-b087-92da9454e890 · outbound

This paper cites an unresolved cited work.

Ad-Hoc Human-AI Coordination Challenge Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:30:00.395797Z

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=2026-08-06T22:29:28.159271Z digest=sha256:c1de18a694112d31aa5eaaa2c47dff4a7a688253438a52d0fe1930a4d25a4856

Observation a93ed3cb-da83-4b90-a910-6fa1572559dd · outbound

This paper cites an unresolved cited work.

Ad-Hoc Human-AI Coordination Challenge Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:30:00.366486Z

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=2026-08-06T22:29:28.183057Z digest=sha256:c013b45f286995bbe03403c7f06249f58d62af09ca39c58d22d8cf431030a99c

Observation 1b1c53af-3802-49c7-b855-bc467a4c6d88 · outbound

This paper cites an unresolved cited work.

Ad-Hoc Human-AI Coordination Challenge Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:30:00.346500Z

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=2026-08-06T22:29:28.212089Z digest=sha256:452e86d4ee2fa0a65377fa9f01d7d3d41ed13c3ac793d919c76762fec64ec821

Observation d715b7b7-278b-4e37-b990-d1c66c33abee · outbound

This paper cites an unresolved cited work.

Ad-Hoc Human-AI Coordination Challenge Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:30:00.330802Z

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=2026-08-06T22:29:28.237113Z digest=sha256:2d6cae3db344c3c32d085ad244bba273858b8b459441cafa62c8cf53f2b701c5

Observation 89d66ce9-8281-41a6-9f69-a4f40980aca4 · outbound

This paper cites an unresolved cited work.

Ad-Hoc Human-AI Coordination Challenge Unresolved cited work

Reference 59

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:30:00.313467Z

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=2026-08-06T22:29:28.266463Z digest=sha256:b4d6008d00a7efea925497eb2cf536fe798059e7fa93ab3cd41f7fe30c9e0f8e

Observation f9a2c558-dffa-40fd-8b36-bf76f33c2edc · outbound

This paper cites an unresolved cited work.

Ad-Hoc Human-AI Coordination Challenge Unresolved cited work

Reference 60

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:30:00.290366Z

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=2026-08-06T22:29:28.286283Z digest=sha256:0dc7eb8a51c425852e2120274196e8cd32f61de859335fc5ef0a40ecf52dc58b

Observation 5e779f94-6b95-4db2-8112-6fff399b4f20 · outbound

This paper cites an unresolved cited work.

Ad-Hoc Human-AI Coordination Challenge Unresolved cited work

Reference 61

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:30:00.268623Z

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=2026-08-06T22:29:28.311433Z digest=sha256:81564bf5ab6d0414c2fa96069223d0114c38cf2feafa59aaa82fba44338aeb71

Observation cceb8a93-bce1-41df-8086-df132d2e25a2 · outbound

This paper cites an unresolved cited work.

Ad-Hoc Human-AI Coordination Challenge Unresolved cited work

Reference 62

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:30:00.249325Z

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=2026-08-06T22:29:28.332165Z digest=sha256:719c8dda7355122b485e73f8b4ce4eef31beaee637c14fec2dc0ab96d515bc64

Observation 2d349886-bb6f-4ee4-a826-4cbda1e5796f · outbound

This paper cites an unresolved cited work.

Ad-Hoc Human-AI Coordination Challenge Unresolved cited work

Reference 63

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:30:00.214585Z

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=2026-08-06T22:29:28.349297Z digest=sha256:8ba42bfa13224391d0c33e996ccee5292fb28356b0031b802f4251d641abc860

Observation 3c0dfecf-d7c2-483f-bfac-498f76bbb729 · outbound

This paper cites an unresolved cited work.

Ad-Hoc Human-AI Coordination Challenge Unresolved cited work

Reference 64

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:30:00.166527Z

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=2026-08-06T22:29:28.363627Z digest=sha256:a76d004ebf2566d196b88785d830516809fc9263e7f3cbca9908b6e9cbc7699c

Observation f1a555ef-6801-4982-b552-61adc9d1a437 · outbound

This paper cites an unresolved cited work.

Ad-Hoc Human-AI Coordination Challenge Unresolved cited work

Reference 65

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:30:00.099631Z

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=2026-08-06T22:29:28.381009Z digest=sha256:74a61e1f0e0eb29897eaff4af49bef499333ea91d21e5461d6e89e246e70bcbf

Observation b07b3718-6a5d-4186-afdb-defeccb81321 · outbound

This paper cites an unresolved cited work.

Ad-Hoc Human-AI Coordination Challenge Unresolved cited work

Reference 66

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:30:00.055248Z

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=2026-08-06T22:29:28.401444Z digest=sha256:8008e9a3141e9866b5302a6106b0cdc694ae3b89dab209337302e14881cf8aab

Observation f8c1bd3d-eb76-4fc6-bf55-6ecf46410feb · outbound

This paper cites an unresolved cited work.

Ad-Hoc Human-AI Coordination Challenge Unresolved cited work

Reference 73

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:29:59.994609Z

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=2026-08-06T22:29:28.417818Z digest=sha256:c3a337a5873a36f8cc0fe61ca605734604536eefd06c1419e6a8b5510d28a07d

Observation d22499cc-f7d5-4c48-a5ce-d526e9274529 · outbound

This paper cites These agents share identical architectures, hyperparameters, and training procedures, with the sole exception of the human data regularisation weight, λ.

Ad-Hoc Human-AI Coordination Challenge These agents share identical architectures, hyperparameters, and training procedures, with the sole exception of the human data regularisation weight, λ

Reference 74

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:29:59.948421Z

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=2026-08-06T22:29:28.451107Z digest=sha256:ca3493456bd7f3ff80b5010f1307dcdb56fa9ba315d9540dd8d4ec6e1369a132

Observation 775a139e-3c46-486d-978a-1f2c0318adb9 · outbound

This paper cites lost-in-the-middle.

Ad-Hoc Human-AI Coordination Challenge lost-in-the-middle

Reference 75

Resolution
malformed identifier
raw_fallback, observed 2026-08-06T22:29:59.884753Z

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=2026-08-06T22:29:28.472965Z digest=sha256:9bd8ca486b85d0574fbe850f020564bf744232c40437d8e83a671916c20cc9c6

Observation b098e666-ab3a-47ea-9373-da5fbdc497a1 · outbound

This paper cites an unresolved cited work.

Ad-Hoc Human-AI Coordination Challenge Unresolved cited work

Reference 76

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:29:59.829895Z

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=2026-08-06T22:29:28.492318Z digest=sha256:33ff89c819f6cc66a174b504243feaf531b3993860d26ddf3c60cd7f817cda83

Observation 5ee36658-b280-4f6c-8222-c41c7c60aeba · outbound

This paper cites an unresolved cited work.

Ad-Hoc Human-AI Coordination Challenge Unresolved cited work

Reference 77

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:29:59.785092Z

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=2026-08-06T22:29:28.516081Z digest=sha256:83409fc386d2f1da50e246c428e9cb76fbcc2028cb0be8be5f460820f880c85c

Observation 93b80ab0-244b-43fd-a114-15b4f728bfe2 · outbound

This paper cites an unresolved cited work.

Ad-Hoc Human-AI Coordination Challenge Unresolved cited work

Reference 78

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:29:59.704791Z

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=2026-08-06T22:29:58.669244Z digest=sha256:fc24c652a272d4f5a080884c4e767fb37b1a3601e7a273928d0f7b61960334f5

Observation 24adbe73-f4d4-4387-8f55-faa1a831764a · outbound

This paper cites - Clue Type: - If the chop is included in the clue, the chop card is the focus and it is either a playable card (if it’s a Play Clue) or a critical card (if it’s a Save Clue).

Ad-Hoc Human-AI Coordination Challenge - Clue Type: - If the chop is included in the clue, the chop card is the focus and it is either a playable card (if it’s a Play Clue) or a critical card (if it’s a Save Clue)

Reference 79

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:29:59.649062Z

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=2026-08-06T22:29:58.703675Z digest=sha256:15100da6508b08f4dd2cb9353743fbbcea9ecf2a5ff8d4e6b4be216471a159db

Observation 4c789845-9f1a-4d52-9bb4-1e1cf995d93e · outbound

This paper cites 34 Ad-Hoc Human-AI Coordination Challenge.

Ad-Hoc Human-AI Coordination Challenge 34 Ad-Hoc Human-AI Coordination Challenge

Reference 80

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:29:59.592920Z

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=2026-08-06T22:29:58.731680Z digest=sha256:cab437ce7ea880476b508ff117f66a1777a87701308fa7a46a11660284457758

Observation a3f61aa1-0737-4787-adc6-ed090da6fca3 · outbound

This paper cites protected.

Ad-Hoc Human-AI Coordination Challenge protected

Reference 81

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:29:59.538201Z

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=2026-08-06T22:29:58.746853Z digest=sha256:74b26fe1b6b504bdae9b62f731b7481814b152fb5cceca6863838305797a52b4

Observation 96530fd5-1d14-4bf0-986f-45bc95ff65ef · outbound

This paper cites If a clue does not make a card playable or prevent the discard of a critical card, you should discard instead of wasting a clue.

Ad-Hoc Human-AI Coordination Challenge If a clue does not make a card playable or prevent the discard of a critical card, you should discard instead of wasting a clue

Reference 82

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:29:59.471112Z

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=2026-08-06T22:29:58.811000Z digest=sha256:0f271ac929f4b83858bcc269b3f91e7f279ea46ad337d0167eca0590c5fffb27

Observation 6dde0e7d-3a6b-4c83-ba5e-fd0349f98108 · outbound

This paper cites an unresolved cited work.

Ad-Hoc Human-AI Coordination Challenge Unresolved cited work

Reference 83

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:29:59.407402Z

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=2026-08-06T22:29:58.842348Z digest=sha256:0ed3ff19331370f360477c6e10fb86856c0ae85723f94d929114e5bf3b94ddcb

Observation 02dec64a-80a0-4ff2-84c1-40bd5218495b · outbound

This paper cites Valid Actions.

Ad-Hoc Human-AI Coordination Challenge Valid Actions

Reference 84

Resolution
malformed identifier
raw_fallback, observed 2026-08-06T22:29:59.350463Z

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=2026-08-06T22:29:58.859715Z digest=sha256:bb5b99f6fbbfc791d3cf2a76972a6a2d30b4e96449ef3e075ba42521bb0edcfd

Observation fe98ba30-ac29-4012-ae78-ee4da2177d2c · outbound

This paper cites an unresolved cited work.

Ad-Hoc Human-AI Coordination Challenge Unresolved cited work

Reference 85

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:29:59.294752Z

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=2026-08-06T22:29:58.903090Z digest=sha256:44feffb608aa9def4caf221f0aeb48985ae0eecac5c8356ac3f3de48eb0dd974

Observation 2044de47-fcba-4657-93b0-9b876ce18278 · outbound

This paper cites an unresolved cited work.

Ad-Hoc Human-AI Coordination Challenge Unresolved cited work

Reference 86

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:29:59.216598Z

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=2026-08-06T22:29:58.929298Z digest=sha256:f888b67ff7991355e80cbfd0305f5929736ae9b11bcc9841c6d601f014ec8b83

Observation 29d9f111-eb2e-4e6a-961e-bb17c1d5bc9b · outbound

This paper cites an unresolved cited work.

Ad-Hoc Human-AI Coordination Challenge Unresolved cited work

Reference 87

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:29:59.168526Z

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=2026-08-06T22:29:58.947358Z digest=sha256:0db18abe266240eba97ef74284a0e2ab9726dbff90d2033f5899651a7dc23fbf

Observation ecbe43a0-6cd1-4105-b531-9e59c2f35297 · outbound

This paper cites an unresolved cited work.

Ad-Hoc Human-AI Coordination Challenge Unresolved cited work

Reference 503

Resolution
unresolved
no resolver link, observed 2026-08-06T22:28:25.397718Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:28:25.397718Z digest=sha256:6b2a741bb410cd2bf57e2b05829d99498f1f3fd1e3c97f26850aca1270bd7189

Observation e74877c6-1e6c-45e6-bdba-256a12cff822 · outbound

This paper cites "Other-Play" for Zero-Shot Coordination.

Ad-Hoc Human-AI Coordination Challenge "Other-Play" for Zero-Shot Coordination

Reference 1997

Resolution
verified exact
local_arxiv, observed 2026-08-06T22:29:59.087136Z

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=2026-08-06T22:28:25.037610Z digest=sha256:a0b893dc9954c096dcd0d2bb5eb2fc479a6426355dc92522775b9f2d9fe9279e

Observation 26f12e99-040e-4593-92f3-42906cbe3c9f · outbound

This paper cites JaxMARL: Multi-Agent RL Environments and Algorithms in JAX.

Ad-Hoc Human-AI Coordination Challenge JaxMARL: Multi-Agent RL Environments and Algorithms in JAX

Reference 2012

Resolution
unresolved
no resolver link, observed 2026-08-06T22:28:25.619653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:28:25.619653Z digest=sha256:34aabb243b64536f21ab32b10c824549bf35c328d153269ff849b7e74e823f35

Observation 6f93abc3-dc46-4f8a-8f47-ab997caa4eb1 · outbound

This paper cites Proximal Policy Optimization Algorithms.

Ad-Hoc Human-AI Coordination Challenge Proximal Policy Optimization Algorithms

Reference 2017

Resolution
unresolved
no resolver link, observed 2026-08-06T22:28:26.224260Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:28:26.224260Z digest=sha256:1aabfd6c139b3a321889f2e9d0d7c5aa2c9a4ec5f154aa0e75077acc742d4c7d

Observation ff6efdfe-1001-4b95-9ef0-17dfcbadbb1e · outbound

This paper cites Soft Actor-Critic Algorithms and Applications.

Ad-Hoc Human-AI Coordination Challenge Soft Actor-Critic Algorithms and Applications

Reference 2018

Resolution
unresolved
no resolver link, observed 2026-08-06T22:28:24.894060Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:28:24.894060Z digest=sha256:909344043b2abd4274059fdf07e4273c76b63adf5e00782449a3212bea221029

Observation 225fb942-2bed-457f-9419-3cf05af7c73d · outbound

This paper cites Adam: A Method for Stochastic Optimization.

Ad-Hoc Human-AI Coordination Challenge Adam: A Method for Stochastic Optimization

Reference 2022

Resolution
unresolved
no resolver link, observed 2026-08-06T22:28:25.245409Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:28:25.245409Z digest=sha256:16cbc0f0638dd5b64859dfe4a327134f15304b925cff5901b70ee04eab47e411

Pith citing papers

No inbound Pith citation observations are available.