Paper Citation Record · LEDGER

Comparative Evaluation of Multiagent Learning Algorithms in a Diverse Set of Ad Hoc Team Problems

As of 10 August 2026, this Paper Citation Record lists 42 of 42 outbound references and 1 inbound Pith citation observation for arXiv:1907.09189.

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

pith.paper-citation-record.v1
1907.09189 v1

Coverage vector

measured 42 of 42 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-24T17:56:47.026744Z

measured 43 of 43 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-24T17:56:47.026744Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-05-24T17:59:46.674028Z

Reference resolution

42 of 42 outbound references displayed

verified exact1
verified fuzzy33
unresolved8
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 53e1b5b8-3b8a-4c92-b035-5309c0e93e37 · outbound

This paper cites Comparative Evaluation of Multiagent Learning Algorithms in a Diverse Set of Ad Hoc Team Problems.

Comparative Evaluation of Multiagent Learning Algorithms in a Diverse Set of Ad Hoc Team Problems Comparative Evaluation of Multiagent Learning Algorithms in a Diverse Set of Ad Hoc Team Problems

Reference 1

Resolution: verified exact; local_arxiv, observed 2026-05-24T17:59:46.676917Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation e89d77ed-bea8-4aac-814e-10380a53f8cb · outbound

This paper cites winning”, and it uses the rate δl if it believes itself to be “losing.

Comparative Evaluation of Multiagent Learning Algorithms in a Diverse Set of Ad Hoc Team Problems winning”, and it uses the rate δl if it believes itself to be “losing

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T17:59:47.788634Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 373b186a-80c0-4380-a8f2-600911f7290c · outbound

This paper cites Alg1 / Alg2.

Comparative Evaluation of Multiagent Learning Algorithms in a Diverse Set of Ad Hoc Team Problems Alg1 / Alg2

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T17:59:47.784408Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 082c422b-1e87-4b27-b6c8-7d4a72127687 · outbound

This paper cites In his 1967 paper [10], he describes the Bayesian game, a game in which players have beliefs about missing information.

Comparative Evaluation of Multiagent Learning Algorithms in a Diverse Set of Ad Hoc Team Problems In his 1967 paper [10], he describes the Bayesian game, a game in which players have beliefs about missing information

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T17:59:47.780795Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation f50a41b0-a64d-4804-9a3a-f1ad2461b69d · outbound

This paper cites The algorithms were evaluated in a comprehensive range of repeated games, and the teams consisted of agents which were themselves learning.

Comparative Evaluation of Multiagent Learning Algorithms in a Diverse Set of Ad Hoc Team Problems The algorithms were evaluated in a comprehensive range of repeated games, and the teams consisted of agents which were themselves learning

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T17:59:47.777439Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation bfdbd2f1-b82e-4572-b773-063df361f3c5 · outbound

This paper cites Banerjee and S.

Comparative Evaluation of Multiagent Learning Algorithms in a Diverse Set of Ad Hoc Team Problems Banerjee and S

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T17:59:47.774245Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 97317244-bede-47a6-9ca2-53d18ac2a952 · outbound

This paper cites Barrett, P.

Comparative Evaluation of Multiagent Learning Algorithms in a Diverse Set of Ad Hoc Team Problems Barrett, P

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T17:59:47.771624Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c49ef91f-b5c8-4f31-a691-3111605bd054 · outbound

This paper cites Bowling and M.

Comparative Evaluation of Multiagent Learning Algorithms in a Diverse Set of Ad Hoc Team Problems Bowling and M

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T17:59:47.769035Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation e81d0ce7-249e-4572-80d5-6e28658729e3 · outbound

This paper cites an unresolved cited work.

Comparative Evaluation of Multiagent Learning Algorithms in a Diverse Set of Ad Hoc Team Problems Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-05-24T17:59:47.763825Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 98bcd7ef-0198-47a1-b5b8-94eff08258c7 · outbound

This paper cites Claus and C.

Comparative Evaluation of Multiagent Learning Algorithms in a Diverse Set of Ad Hoc Team Problems Claus and C

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T17:59:47.761095Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 1522d7af-f024-422e-b57f-66000d58713e · outbound

This paper cites Conitzer and T.

Comparative Evaluation of Multiagent Learning Algorithms in a Diverse Set of Ad Hoc Team Problems Conitzer and T

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T17:59:47.758283Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 064d8442-7aa1-4afa-a03d-394efcc1ee8b · outbound

This paper cites Genter, N.

Comparative Evaluation of Multiagent Learning Algorithms in a Diverse Set of Ad Hoc Team Problems Genter, N

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T17:59:47.755461Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 66d4077d-1f0e-4236-9131-d993e6cc6716 · outbound

This paper cites Greenwald and K.

Comparative Evaluation of Multiagent Learning Algorithms in a Diverse Set of Ad Hoc Team Problems Greenwald and K

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T17:59:47.752862Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 14607579-3b97-4e8d-9331-fcad3229cac5 · outbound

This paper cites Harsanyi.

Comparative Evaluation of Multiagent Learning Algorithms in a Diverse Set of Ad Hoc Team Problems Harsanyi

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T17:59:47.766507Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 11e8fa8d-ebb9-4f73-a096-80daf78ec3f0 · outbound

This paper cites bayesian.

Comparative Evaluation of Multiagent Learning Algorithms in a Diverse Set of Ad Hoc Team Problems bayesian

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T17:59:47.736379Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation e8f00d12-a68d-41e4-9d82-c6f31429efc8 · outbound

This paper cites bayesian.

Comparative Evaluation of Multiagent Learning Algorithms in a Diverse Set of Ad Hoc Team Problems bayesian

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T17:59:47.668398Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 38725e0b-89d2-4c19-8914-962a803dccde · outbound

This paper cites bayesian.

Comparative Evaluation of Multiagent Learning Algorithms in a Diverse Set of Ad Hoc Team Problems bayesian

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T17:59:47.733269Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 59baaf5f-acb8-41dc-b21d-35990b4413e5 · outbound

This paper cites Hart and A.

Comparative Evaluation of Multiagent Learning Algorithms in a Diverse Set of Ad Hoc Team Problems Hart and A

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T17:59:47.730199Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 17eb7132-06ad-46ce-98a0-807d36f7eca0 · outbound

This paper cites Hart and A.

Comparative Evaluation of Multiagent Learning Algorithms in a Diverse Set of Ad Hoc Team Problems Hart and A

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T17:59:47.742508Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation e2ebf8ad-9964-4481-bc08-2c60aae38458 · outbound

This paper cites Hu and M.

Comparative Evaluation of Multiagent Learning Algorithms in a Diverse Set of Ad Hoc Team Problems Hu and M

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T17:59:47.726911Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation f2851961-6785-4d22-9070-75634219caa1 · outbound

This paper cites Hu and M.

Comparative Evaluation of Multiagent Learning Algorithms in a Diverse Set of Ad Hoc Team Problems Hu and M

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T17:59:47.673715Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 6e5af4dc-0afb-46bc-a386-be9993c05cbf · outbound

This paper cites Hu and M.

Comparative Evaluation of Multiagent Learning Algorithms in a Diverse Set of Ad Hoc Team Problems Hu and M

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T17:59:47.710867Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 8d55cfd7-d1df-4767-8ba8-59a10e4c8b27 · outbound

This paper cites Jaakkola, M.

Comparative Evaluation of Multiagent Learning Algorithms in a Diverse Set of Ad Hoc Team Problems Jaakkola, M

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T17:59:47.720480Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 321e9c8a-00d8-40d4-98af-110fc4a39318 · outbound

This paper cites an unresolved cited work.

Comparative Evaluation of Multiagent Learning Algorithms in a Diverse Set of Ad Hoc Team Problems Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-05-24T17:59:47.686971Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 1f61ff79-44c6-439c-8f63-fd21464567dd · outbound

This paper cites Kimbrough and M.

Comparative Evaluation of Multiagent Learning Algorithms in a Diverse Set of Ad Hoc Team Problems Kimbrough and M

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T17:59:47.684047Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation ab9c5e70-39ab-484e-a1dd-4ad0608d33d5 · outbound

This paper cites Lemke and J.

Comparative Evaluation of Multiagent Learning Algorithms in a Diverse Set of Ad Hoc Team Problems Lemke and J

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T17:59:47.708014Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation ab9ca30e-8453-483e-89a7-bf3b00ecad47 · outbound

This paper cites an unresolved cited work.

Comparative Evaluation of Multiagent Learning Algorithms in a Diverse Set of Ad Hoc Team Problems Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-05-24T17:59:47.696058Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 6adbfe97-9343-4e80-8df6-27277f176eea · outbound

This paper cites an unresolved cited work.

Comparative Evaluation of Multiagent Learning Algorithms in a Diverse Set of Ad Hoc Team Problems Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-05-24T17:59:47.690314Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation b50cba09-6535-45db-a615-3e5e6553f944 · outbound

This paper cites Littman and C.

Comparative Evaluation of Multiagent Learning Algorithms in a Diverse Set of Ad Hoc Team Problems Littman and C

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T17:59:47.665639Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation b8e7643f-8d35-4167-9de8-6776f39b423f · outbound

This paper cites Rapoport and M.

Comparative Evaluation of Multiagent Learning Algorithms in a Diverse Set of Ad Hoc Team Problems Rapoport and M

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T17:59:47.699105Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c36fd8f9-0693-4a88-b90a-55c9ec1b99e1 · outbound

This paper cites Schelling.

Comparative Evaluation of Multiagent Learning Algorithms in a Diverse Set of Ad Hoc Team Problems Schelling

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T17:59:47.679520Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 8b584580-a00a-44b8-b8b3-2a8ab3354990 · outbound

This paper cites an unresolved cited work.

Comparative Evaluation of Multiagent Learning Algorithms in a Diverse Set of Ad Hoc Team Problems Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-05-24T17:59:47.705131Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation e1911710-486d-4abb-9351-8cecb2e30954 · outbound

This paper cites an unresolved cited work.

Comparative Evaluation of Multiagent Learning Algorithms in a Diverse Set of Ad Hoc Team Problems Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-05-24T17:59:47.739592Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 11362f8a-b198-4f61-831d-740153f0ed7e · outbound

This paper cites Stone, G.

Comparative Evaluation of Multiagent Learning Algorithms in a Diverse Set of Ad Hoc Team Problems Stone, G

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T17:59:47.723680Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 62bbbdac-300a-4893-8642-33c6e3dd96f0 · outbound

This paper cites Stone, G.

Comparative Evaluation of Multiagent Learning Algorithms in a Diverse Set of Ad Hoc Team Problems Stone, G

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T17:59:47.749893Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 1c3b7cff-ae45-46d2-b4ac-9499a041487e · outbound

This paper cites Stone and S.

Comparative Evaluation of Multiagent Learning Algorithms in a Diverse Set of Ad Hoc Team Problems Stone and S

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T17:59:47.693157Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation d8f5f5e5-46cd-4488-afac-080bc0065b17 · outbound

This paper cites Uther and M.

Comparative Evaluation of Multiagent Learning Algorithms in a Diverse Set of Ad Hoc Team Problems Uther and M

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T17:59:47.676652Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a5666cc5-9081-4e3f-a305-34b391d7c01b · outbound

This paper cites Watkins and P.

Comparative Evaluation of Multiagent Learning Algorithms in a Diverse Set of Ad Hoc Team Problems Watkins and P

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T17:59:47.717189Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 707f260f-32f9-43d2-90a2-68d7590deefa · outbound

This paper cites Wolpert and W.

Comparative Evaluation of Multiagent Learning Algorithms in a Diverse Set of Ad Hoc Team Problems Wolpert and W

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T17:59:47.701969Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 6fedc84d-03cd-4d62-9ecc-530762f98528 · outbound

This paper cites Wolpert and W.

Comparative Evaluation of Multiagent Learning Algorithms in a Diverse Set of Ad Hoc Team Problems Wolpert and W

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T17:59:47.713629Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 0078516f-f6b3-47fc-aae4-5f0921bc976f · outbound

This paper cites an unresolved cited work.

Comparative Evaluation of Multiagent Learning Algorithms in a Diverse Set of Ad Hoc Team Problems Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-05-24T17:59:47.745668Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a4448164-6796-4580-b2f7-63077c0ab80a · outbound

This paper cites an unresolved cited work.

Comparative Evaluation of Multiagent Learning Algorithms in a Diverse Set of Ad Hoc Team Problems Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-05-24T17:59:47.670892Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Pith citing papers

Observation 53e1b5b8-3b8a-4c92-b035-5309c0e93e37 · inbound