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Paper Citation Record · LEDGER

Partially Observable Markov Decision Process Modelling for Assessing Hierarchies

As of 16 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 0 inbound Pith citation observations for arXiv:1908.07031.

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

pith.paper-citation-record.v1
1908.07031 v7

Coverage vector

measured 26 of 26 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T12:38:17.478619Z

measured 26 of 26 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

26 of 26 outbound references displayed

  • verified exact0
  • verified fuzzy12
  • unresolved14
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2b8de0de-a57c-49e6-997c-abf61c04efc8 · outbound

This paper cites Balcan, Y.

Partially Observable Markov Decision Process Modelling for Assessing Hierarchies Balcan, Y

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T12:38:17.879795Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-14T12:38:17.358844Z digest=sha256:5561b41743b444b44f5004dd363383559772a7cbd494f29d3dbdc8b1f002250e

Observation 4f8912ee-bd88-45c5-ac72-4448ecdbf334 · outbound

This paper cites Boutilier and D.

Partially Observable Markov Decision Process Modelling for Assessing Hierarchies Boutilier and D

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T12:38:17.866718Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-14T12:38:17.363838Z digest=sha256:27e7ada113ba2e99e6ee25d56d1058eee6b507d79852b0fc1d59044d76916281

Observation 48988a8c-8018-436e-8995-efb796c61d96 · outbound

This paper cites an unresolved cited work.

Partially Observable Markov Decision Process Modelling for Assessing Hierarchies Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-14T12:38:17.852604Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-14T12:38:17.368319Z digest=sha256:a6721cdc78c9ede8d1df829cfcbc8a1eaa6c856ff03d1e72d20813923a30275a

Observation b8726b3e-688c-4d32-bb62-318275e0aefc · outbound

This paper cites an unresolved cited work.

Partially Observable Markov Decision Process Modelling for Assessing Hierarchies Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-14T12:38:17.837393Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-14T12:38:17.372933Z digest=sha256:f71861d1037419a1479c19fc844415078142124e18702664b37c45f3149751df

Observation ed5a3e22-7d8f-4cad-8d93-d2d3947fafe6 · outbound

This paper cites an unresolved cited work.

Partially Observable Markov Decision Process Modelling for Assessing Hierarchies Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-14T12:38:17.823566Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-14T12:38:17.377756Z digest=sha256:03ab42d1056e2432497d1297e623794d62bed236055398a695e76bc64a034a7d

Observation 5e601ef0-5b0b-4436-b15b-8c5e33da67cf · outbound

This paper cites an unresolved cited work.

Partially Observable Markov Decision Process Modelling for Assessing Hierarchies Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-14T12:38:17.809753Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-14T12:38:17.382590Z digest=sha256:13419ff185e94de52e63fd02e35beea6278c0a3ab49c64371871871bc3123f3b

Observation 5690ddcc-fe1c-4d14-a717-19678a814e3d · outbound

This paper cites an unresolved cited work.

Partially Observable Markov Decision Process Modelling for Assessing Hierarchies Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-14T12:38:17.796412Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-14T12:38:17.387627Z digest=sha256:91bb1958ddd5be10a244fb1029ce5b233a049f973be9f63db15e32f7890c07b4

Observation 69b8b737-d638-4363-ba39-1a20e9bf1cfe · outbound

This paper cites an unresolved cited work.

Partially Observable Markov Decision Process Modelling for Assessing Hierarchies Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-14T12:38:17.782716Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-14T12:38:17.392293Z digest=sha256:093ba95487523ed0c7827a4e2157b03e657d36923409f9227d95dc082b175b35

Observation b55821d1-b2ea-4a1f-a95d-eb7a7d692f2b · outbound

This paper cites Reinforcement Learning for Slate-based Recommender Systems: A Tractable Decomposition and Practical Methodology.

Partially Observable Markov Decision Process Modelling for Assessing Hierarchies Reinforcement Learning for Slate-based Recommender Systems: A Tractable Decomposition and Practical Methodology

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-14T12:38:17.396581Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T12:38:17.396581Z digest=sha256:aa7343aa3e3d24d4224bd6ae5d16f83a3f065bafa30be2f606d066145abbd473

Observation 98d3873e-4afd-4807-9ded-c8fc99121136 · outbound

This paper cites an unresolved cited work.

Partially Observable Markov Decision Process Modelling for Assessing Hierarchies Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-14T12:38:17.768791Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-14T12:38:17.401900Z digest=sha256:2757bfb3bc063d3b8942a8c2d7d7b53320d1e50d624aeda187fbc1b83577a14a

Observation bd7eea53-ef92-413b-8bf6-3245cc835a5f · outbound

This paper cites an unresolved cited work.

Partially Observable Markov Decision Process Modelling for Assessing Hierarchies Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-14T12:38:17.755585Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-14T12:38:17.406801Z digest=sha256:582308298f3ccd1ad7bd17597f1581a575e0e4c5af68b650b853934da2cb31a2

Observation c275eea3-972e-4e19-a937-27918d407857 · outbound

This paper cites Kobren, N.

Partially Observable Markov Decision Process Modelling for Assessing Hierarchies Kobren, N

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T12:38:17.740578Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-14T12:38:17.411632Z digest=sha256:c5c7ce67e8b87284c83f56e99c3e55147aaa80b806b1db1e20a546df49831da1

Observation ebf7a553-a73a-4410-9b7f-eed7cce107ca · outbound

This paper cites an unresolved cited work.

Partially Observable Markov Decision Process Modelling for Assessing Hierarchies Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-14T12:38:17.726918Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-14T12:38:17.416142Z digest=sha256:7dcfd1e5a3d794b9219059fdfe3c0b687a9b66ec9784192c664b7dd3473dd495

Observation d8ae9c26-384d-4f68-9f86-d4242e7a0ee0 · outbound

This paper cites McAuley, C.

Partially Observable Markov Decision Process Modelling for Assessing Hierarchies McAuley, C

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T12:38:17.713724Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-14T12:38:17.420500Z digest=sha256:c1a85259000b8d8c2cdedf433a0bea3da00b7bd3b2451036bbc53c2dbc71eca7

Observation 89912822-d09e-4665-bd17-6e89472ab156 · outbound

This paper cites Meuleau, K.-E.

Partially Observable Markov Decision Process Modelling for Assessing Hierarchies Meuleau, K.-E

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T12:38:17.699685Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-14T12:38:17.424935Z digest=sha256:48396a2416e05f4c991e791ae10974b8e7f07449b0bec51a6abeff2883d97593

Observation 4c66a0d5-6cf8-41c7-a19c-db669a8933cb · outbound

This paper cites Moreno, W.

Partially Observable Markov Decision Process Modelling for Assessing Hierarchies Moreno, W

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T12:38:17.687367Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-14T12:38:17.429292Z digest=sha256:f028ecf1fd4dc3fa2fdb13a1f1194dcdf9596f19f07b1d63880997e5d3da1f19

Observation be6534ec-01fe-4712-8bab-2ff57c694ffd · outbound

This paper cites an unresolved cited work.

Partially Observable Markov Decision Process Modelling for Assessing Hierarchies Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-14T12:38:17.674358Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-14T12:38:17.433871Z digest=sha256:dcf58b6a5b4140330ed32d645c1d5c7f97ef0a19005a98355e7152693f37afaa

Observation d333a6f8-ecec-4467-8058-bb93ea9af15f · outbound

This paper cites an unresolved cited work.

Partially Observable Markov Decision Process Modelling for Assessing Hierarchies Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-14T12:38:17.661113Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-14T12:38:17.438268Z digest=sha256:0c36c0a0fd0ec0aa83042cf167830ed47d11a657f3a53e66a0d3c96bccbdeef1

Observation 9a355eb3-c4c5-42a3-a954-1d46b2dc6956 · outbound

This paper cites Paquet, L.

Partially Observable Markov Decision Process Modelling for Assessing Hierarchies Paquet, L

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T12:38:17.647274Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-14T12:38:17.445271Z digest=sha256:5493071d0a2756418f4d58291af8a50cb836cd8b06ae2e86f8582ce1b74da9e3

Observation 86459e95-0bb4-4224-a54c-d5c0999c3f64 · outbound

This paper cites Paquet, L.

Partially Observable Markov Decision Process Modelling for Assessing Hierarchies Paquet, L

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T12:38:17.632547Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-14T12:38:17.449964Z digest=sha256:97f68f86b8e2c1dc16f5f3ea858a6425c410ca337eaf5f65bfe60672becdcac7

Observation 5e7d994c-d38d-4420-9b10-ae765309245e · outbound

This paper cites an unresolved cited work.

Partially Observable Markov Decision Process Modelling for Assessing Hierarchies Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-14T12:38:17.618198Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-14T12:38:17.454763Z digest=sha256:9b01c13a5bae6819e9008a13182eeb84c97bbda58942d9314bd6e49761d08944

Observation 32225010-86dc-48d3-afa2-744c6e430f7e · outbound

This paper cites Shani, D.

Partially Observable Markov Decision Process Modelling for Assessing Hierarchies Shani, D

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T12:38:17.601216Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-14T12:38:17.459837Z digest=sha256:f8a49d9deaf717177835492560edcac9bc8e650c2111875013ee634f7ed344a6

Observation 09fd2531-73e0-491b-b554-bfa472f63cdb · outbound

This paper cites Silver and J.

Partially Observable Markov Decision Process Modelling for Assessing Hierarchies Silver and J

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T12:38:17.585589Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-14T12:38:17.464410Z digest=sha256:6f55a29f94c849adb705623ad25fa1044969ccc83637918017eb6d5aa0471402

Observation 4fdaad0f-cace-4efe-82cf-61673594232a · outbound

This paper cites an unresolved cited work.

Partially Observable Markov Decision Process Modelling for Assessing Hierarchies Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-14T12:38:17.569706Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-14T12:38:17.469074Z digest=sha256:4e25b46558d876d8c2b890beba2bd25df471156e7627893964d0ba2c05c86d56

Observation 67a096a3-41f5-4e56-b6e4-bc95b255304f · outbound

This paper cites Steinbach, G.

Partially Observable Markov Decision Process Modelling for Assessing Hierarchies Steinbach, G

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T12:38:17.553871Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-14T12:38:17.473608Z digest=sha256:22ddd08fa78d59c71193bb051cc62770a97304c2cac6a71cf75a37d0a36b53bc

Observation e63bd07e-9d78-40b0-b028-e8cd0d6bff53 · outbound

This paper cites Zheng, F.

Partially Observable Markov Decision Process Modelling for Assessing Hierarchies Zheng, F

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T12:38:17.537327Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-14T12:38:17.478619Z digest=sha256:f5d4bd010efec76e6956e79104c742d584373df792e377be288d763640c1f1ab

Pith citing papers

No inbound Pith citation observations are available.