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Paper Citation Record · LEDGER

Ad-Hoc Human-AI Coordination Challenge

As of 19 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 2026-08-19T06:32:44.657259+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=sha256:75b9794f139e6c7f233ce6a9ceaeee6c73b7d35a2d502644b1fd51afaade5f82

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=sha256:32c1bc1a778bd23227e31221ff50e923d71fc5fef143b9fb2efe020f21c896d8

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=sha256:3da266211f7394f952c4dc52989cf814ac7bda6afd29610e3fb753e4ac7c11c9

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=sha256:1351ffced5c5e6f401a7aa5a88bc32c0e68528415636ea097f48bd72b01938d8

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=sha256:9a91f9c977966fdd4b202ee52c2b28b5774dbaf10d9a0ebcfe4eedaf7e3603d5

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=sha256:9e57257303b795688774676c2a2bca99abe7c09c34c1dbe7071ae2394d35593b

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:29:27.245177Z digest=sha256:dbc825269701aedffe8cbc5b39e9f92e083fa61a18590d9f3eff51e6776487b0

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:29:27.261253Z digest=sha256:bba8b856f78830f589b01f1751de658cc82db110c06379f64edf01409412eadb

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:29:27.278472Z digest=sha256:496838a1852c4237925d018275fc3a2ce5007353fb1e7f325581df506088f0f8

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:29:27.290583Z digest=sha256:6390f7b834dfc4fab9b4172b7e11b1121b1a57bbb8eda69826951471ed21bdec

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:29:27.311165Z digest=sha256:dc3a10174e18bed6f90d4a30237bff50429f079c22eb093fd82b67f5e7cf79a9

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:29:27.330096Z digest=sha256:57b92338f99548f7251bb5ee8a84a3ed91b80c4124d0da38c6637f476090066a

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:29:27.344119Z digest=sha256:1f0ed44f00685fe838b220cf7cec74fe777f29acbc9cb43bec714f02b5dd7753

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:29:27.358121Z digest=sha256:832d6d45ffd676c7bbb03b4a17d38fe4e674ec5afb29a7ce9b922b79b82bde78

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:29:27.375098Z digest=sha256:4b7ee798edc452e090082678ad1f841959d907369082ecc4ce6a2d5a54f5dde5

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:29:27.397370Z digest=sha256:913ffe96cdbf90b5752cdde35bc7925228ee0a29a7a265b03c07cbd016c83f5c

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:29:27.417715Z digest=sha256:326861e2f74c93dab73acee662e87e86cc0977e3e9da3a3e307c4dd0ab227ff2

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:29:27.432924Z digest=sha256:366e8205b886054873884b7b77d18afbacff91ea86c8c42355c190142acb0497

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:29:27.445288Z digest=sha256:7862601faa5dd7dcb4c69dffdd320763a3a211cc07ba7443bd93c02d20aa52ee

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:29:27.464586Z digest=sha256:21d25da50608a651b0f5664bd399e7964fe36b688406f44e88beaee3e0744ef7

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:29:27.480019Z digest=sha256:903ad160df23061783946d76604a877b9432fda9d0b42cc8e6ae8739a76d5695

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:29:27.496305Z digest=sha256:92ec86ebc6d83bda227dac4de69c9faeff216f8e259014e86ec305f58fc186b9

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:29:27.512211Z digest=sha256:93c20be163ab6f6e2e0279f189206b95cae0122677828754b437bf35db427c43

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:29:27.533252Z digest=sha256:9479dc4446802756aa36bfb7605d99f26ba985b89be0892e085bc1cd6f1ad898

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:29:27.548537Z digest=sha256:1d12353cee65579010b70d34a9fff01a2078ae698ec527b7a5e26eb8d6c23b3f

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:29:27.568005Z digest=sha256:81a528a2d3d1bf18b363d2d6fdeb70392ff08a9e27f3a574cbb60b9fb5d83a36

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:29:27.589703Z digest=sha256:dc80e228b5648310fb056bf35f33dfb49dbf24516771a1c7a74ae4625e0ab19c

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:29:27.606394Z digest=sha256:2fd52dfb13332b9a6525482e9e193eba4cecc0e47bf9a2dcaa3359bb152a03d2

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:29:27.622260Z digest=sha256:189a99072ef8c38b196133ef7b103445b680c82ac200050c87791f8acffaf6bb

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:29:27.639750Z digest=sha256:ad6f4471cc6f47b12a12067bf31e25b5c716641f59060bc5f5548976452758a6

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:29:27.656577Z digest=sha256:629d6164a54b486766e6be93b9b97c7ad16a46910d7a093cd13b043e5818c53f

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:29:27.682415Z digest=sha256:10ecd260726c7c535119a4f39958b46f4e3d1246964091f6bfee1ee519ffba57

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:29:27.701963Z digest=sha256:5fcd8948a8060c964aa14aa26f8cf607f2c287dbdb8757d03341114bdfe43bcd

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:29:27.718701Z digest=sha256:d35bfe954260b2cbec3eaead71432909074fd3d21d79944d3fabc442959e218e

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:29:27.747231Z digest=sha256:85936df44cac222bac1bcbf3dfd8a597a58ce93ff819af0f7708f23540d79f8d

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:29:27.767172Z digest=sha256:c93d584413eff6d098e09c4894994efcf38e5fbd5ae21fd9c749c0a88f4f6e25

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:29:27.786416Z digest=sha256:2b2e685dbdc02237264e0501b6152eeca5e2ec9a56d3e8c53c907202efef50c5

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:29:27.805530Z digest=sha256:b1ae1a78174f863c5fc930753a0b9a0d27e5db5b331dfa1af3a9ad04f5bc18dd

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:29:27.821750Z digest=sha256:7f7c1a084351924bdb79170b0079cb9905cc034bb4cae56f55b7d23d2c4718a3

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:29:27.844008Z digest=sha256:a0068f592e7f862152af541057db2e992d8590ca024cc6d72c789518607d7575

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:29:27.875109Z digest=sha256:a71e3a24a96e31a00d59000cd9fcb1904b09d0436900389a2e8fd4d799586f22

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:29:27.919200Z digest=sha256:bb5b243b52865bad9a13253f5aa6528c6050a583542a7f5d7ea9df5e0ce1cddd

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:29:27.932322Z digest=sha256:8535425913096cbe521448177849b6cccace672f6607baa282bd169cd5bbd641

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:29:27.968378Z digest=sha256:6d0775a82e82cd587b2a292b33c81d7a1e6ee183dcf6fb11ae7dd8ccc13d59d0

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:29:27.985406Z digest=sha256:6f8b06ba6f8898a5e9b36cf889e68344032c44f55456a061107ea3d2ec3b9d82

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:29:27.993701Z digest=sha256:250305006abfe3da469759a0c2edf9c43057fa3e3baa8b64a5852f83688d4502

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:29:28.006412Z digest=sha256:e9b6febefbcdfde08f954bd63b8ff60e7b6a2aa813c646dff38850f05c72f802

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:29:28.028358Z digest=sha256:2331ac4e6d8ff346160c2b597476b6ea4c0270ef8085a9e85110c39f5b5d6eac

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:29:28.048767Z digest=sha256:abf5286114c1208a545ba2371cce6e7708372a05be545e2a4435a65597f61ddc

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:29:28.053564Z digest=sha256:14cc87df0ad959fe0617ba4bce49bade6d69c8b0b2a5cc2565858b3fd831aa31

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:29:28.068749Z digest=sha256:a7c3b33b0c515a5d2a9b2f559c33882c1ff6ebb5dbf5b7bbff7490979ec31e6a

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:29:28.094013Z digest=sha256:695ff7f7fac6a1de1e9c32797ced41c8029dd2241df606b78d9b81f2d2b3b51e

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:29:28.117690Z digest=sha256:74f9ecd34b7b7a1e82f9a8a5f77bf1aaf0663279dfc26a32f31e0efe17854531

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:29:28.137590Z digest=sha256:8b89e739b1f2ada918079b00fe094784310aa4b53fe66e5418612946ee12647e

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:29:28.159271Z digest=sha256:94c691d23baecb3131d8de0054c9dd96b0921bfe30014ab8b79d3d26418d0ad5

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:29:28.183057Z digest=sha256:a80e9087ee894fa7d520c90765bc138c1dd50db1c52d8e16792fa4f2c974a043

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:29:28.212089Z digest=sha256:566d1f1e702aece39f97aeb96ae45d07e361733ee0580b1fa5d48c71765b24bb

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:29:28.237113Z digest=sha256:19f5719bf8cabb90cf1c35c6b73f8f80928e97a23ade7d7a6ff807b9c0ab22f8

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:29:28.266463Z digest=sha256:66869b60b00c278394ebcd3f0949e5217544ddb86ea3ad0357543bedf422ba84

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:29:28.286283Z digest=sha256:e06cda6f5d43801a4837779960d643dfd952bb14a162e1afce43b34c9a5bc866

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:29:28.311433Z digest=sha256:f0f47779fe906077c2c7a6e5bb2fcdbc783787d715f2fc284616990027db4a65

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:29:28.332165Z digest=sha256:fd98ca6860025e89630eaaab1ce6df5280a8bc8a45a175cf1b327804acf67a6b

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:29:28.349297Z digest=sha256:7e35de85a1d7ac6485ae09576a507e9de870a2e7a6cb8202c957d99d2b41c3e0

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:29:28.363627Z digest=sha256:a1d492d710272d4b32f7886bc14172dac32b007d7b18f712b3530cb8ff11a144

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:29:28.381009Z digest=sha256:27e9145851bdf2fcaf93b6b85d905257de2b4f3942cc8501c97a57c778ae76a7

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:29:28.401444Z digest=sha256:24e1b4894772f4e163189f99d3d483a6122b69f37a1beb570f0928ac653bc354

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:29:28.417818Z digest=sha256:4e1a4396ec81e082bd0e3b9be3ef34c26bbe7b69e29aca1f873c4f52689bfb5b

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:29:28.451107Z digest=sha256:32b746f9f1f452285ae79e51c0e375e98dbe1d501a8a4ef0b13550af2a8a2edf

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:29:28.472965Z digest=sha256:030b8ffcc27aca85d4df7cb5239fc2cc2014259262d544140d1dde135d093f99

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:29:28.492318Z digest=sha256:be174f9b446a1220481c4b8cac19a09781160845518b5dfeb2641f6d5145f6b9

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:29:28.516081Z digest=sha256:85000742952e42da6f55e2dbc0172008dae37bd5e69a72a0f66e4300828075ce

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:29:58.669244Z digest=sha256:835739f684fb6ce523257dfe1b9ff48eeafe787bde1db04325310f61598fb09e

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:29:58.703675Z digest=sha256:362c951dbac4aec755eb636d91e8145bf2e39db9629a16883c648c014504abed

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:29:58.731680Z digest=sha256:67459cd849eb3d3d9443585ac442a791644c339cadb4a79a3812a764aa65e1de

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:29:58.746853Z digest=sha256:35f20fbf1c6633f2bcb828323a01016856e1c701ceaca9a1f204d1edbfece28d

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:29:58.811000Z digest=sha256:84a8244ae544ac0ada5eceaa4352adbf0b1db2e041d8c4c4c759cb4a3ec14037

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:29:58.842348Z digest=sha256:14a940b5fa679ff8affd402097c0e7edd88173f28fb0659a6bc577dd0cf12b65

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:29:58.859715Z digest=sha256:ee8bd15e4fea2b2703065354f968690a983b80a177df5cd9f0e9fea002a901b5

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:29:58.903090Z digest=sha256:08cf8435a9579e1ed466d2481cc51c22d877b499fb2dfef2b981060edf71a44b

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:29:58.929298Z digest=sha256:717ccd4d995c75cf7fe51e59d39600a637eee0d0a02a1239a3534cad50fc0405

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:29:58.947358Z digest=sha256:231f99b751476a2a0e6ffd87b95badbc27a42af18b5a8e34bebcdcd927a7de01

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=sha256:7743668699e2b42d0ca180b955ee5a141e4041be0fbe8d1e5b325738f2ed9073

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:28:25.037610Z digest=sha256:c99d2c7ba4b32fe6bce061c0f7dc799c5f40b4dd637949385e27b1fe3aca9305

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=sha256:92ddb106a83d40e776ddc046e7e242b092d309ce8675598884e99d9f763bf6e9

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:dd3b5d166b449c6b29b4dd0a277c0bb15ca16e0cd74721e55f65c185c2ec159a

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:c25f6e79b835520822693d1f4bf8ce149650dad1f65a9418110bb333a1fafc91

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:ec9359b042dd5e4352d15d1d2f9f16d2a09e96eb65a01609aba6059a6e107b6a

Pith citing papers

No inbound Pith citation observations are available.