Paper Citation Record · LEDGER

Solving Robust Markov Decision Processes: Generic, Reliable, Efficient

As of 15 August 2026, this Paper Citation Record lists 53 of 53 outbound references and 1 inbound Pith citation observation for arXiv:2412.10185.

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

pith.paper-citation-record.v1
2412.10185 v1

Coverage vector

measured 53 of 53 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T16:21:30.199461Z

measured 54 of 54 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-13T04:58:54.441083Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-13T05:12:18.185618Z

Reference resolution

53 of 53 outbound references displayed

verified exact3
verified fuzzy12
unresolved37
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a0bce61c-7b38-4720-8718-d3caf181fdf9 · outbound

This paper cites , " * write output.state after.block = add.period write newline.

Solving Robust Markov Decision Processes: Generic, Reliable, Efficient , " * write output.state after.block = add.period write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-11T16:21:30.008453Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a9f512d-751e-4678-acab-81e165f5537e · outbound

This paper cites write newline.

Solving Robust Markov Decision Processes: Generic, Reliable, Efficient write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T16:21:30.013105Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 764df972-99ae-4c72-9ea0-40ea7d860f40 · outbound

This paper cites an unresolved cited work.

Solving Robust Markov Decision Processes: Generic, Reliable, Efficient Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:21:30.775466Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation c447ac21-d23f-4ed9-b80b-0370ad8c7244 · outbound

This paper cites an unresolved cited work.

Solving Robust Markov Decision Processes: Generic, Reliable, Efficient Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:21:30.764185Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation d6525ec1-23c4-478a-b06b-ecfca10caae7 · outbound

This paper cites an unresolved cited work.

Solving Robust Markov Decision Processes: Generic, Reliable, Efficient Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:21:30.753329Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 7c5603ef-363a-4dad-ab82-b78144a9482f · outbound

This paper cites S.; Sim \ a o, T.

Solving Robust Markov Decision Processes: Generic, Reliable, Efficient S.; Sim \ a o, T

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:21:30.742154Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 545a57b0-8f77-4e40-a189-321ba6f238da · outbound

This paper cites an unresolved cited work.

Solving Robust Markov Decision Processes: Generic, Reliable, Efficient Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-11T16:21:30.032878Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dec00876-dba5-4e35-afbb-07fe3ea0cbfb · outbound

This paper cites an unresolved cited work.

Solving Robust Markov Decision Processes: Generic, Reliable, Efficient Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:21:30.724768Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation d2046376-edea-438a-88e0-7686ff75030d · outbound

This paper cites an unresolved cited work.

Solving Robust Markov Decision Processes: Generic, Reliable, Efficient Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:21:30.713570Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 1425edfa-94dc-49fa-88aa-aab1059ec90c · outbound

This paper cites an unresolved cited work.

Solving Robust Markov Decision Processes: Generic, Reliable, Efficient Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:21:30.702452Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 6a75aa4b-c200-4a14-96ed-8585b2927243 · outbound

This paper cites P.; and Tsitsiklis, J.

Solving Robust Markov Decision Processes: Generic, Reliable, Efficient P.; and Tsitsiklis, J

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:21:30.691425Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 9dd07b05-3740-4419-b72a-0c9b4438d7cd · outbound

This paper cites Z.; Parker, D.; and Ujma, M.

Solving Robust Markov Decision Processes: Generic, Reliable, Efficient Z.; Parker, D.; and Ujma, M

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:21:30.679961Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation b00de0b7-5908-491c-b732-11221f23d7e5 · outbound

This paper cites an unresolved cited work.

Solving Robust Markov Decision Processes: Generic, Reliable, Efficient Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:21:30.669525Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 36c9a7c1-b2b7-4025-85c5-9fa8ded2994c · outbound

This paper cites Solving Long-run Average Reward Robust MDPs via Stochastic Games.

Solving Robust Markov Decision Processes: Generic, Reliable, Efficient Solving Long-run Average Reward Robust MDPs via Stochastic Games

Reference 14

Resolution: metadata mismatch; local_arxiv, observed 2026-08-11T16:21:30.289758Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation e5da26c0-30d2-4a38-854e-2fd519e2b867 · outbound

This paper cites K.; Karrabi, M.; Novotn \' y , P.; and Zikelic, D.

Solving Robust Markov Decision Processes: Generic, Reliable, Efficient K.; Karrabi, M.; Novotn \' y , P.; and Zikelic, D

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:21:30.659692Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation a14d39fd-9374-4801-b14f-a3a4871476af · outbound

This paper cites an unresolved cited work.

Solving Robust Markov Decision Processes: Generic, Reliable, Efficient Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:21:30.650866Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 80e820e6-493b-4b5b-83ad-073dca375f82 · outbound

This paper cites Z.; Parker, D.; and Simaitis, A.

Solving Robust Markov Decision Processes: Generic, Reliable, Efficient Z.; Parker, D.; and Simaitis, A

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:21:30.641375Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 78cdbd79-237b-4cf0-a689-1e14fe4b2689 · outbound

This paper cites an unresolved cited work.

Solving Robust Markov Decision Processes: Generic, Reliable, Efficient Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:21:30.630579Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation e66b2fcf-f6e0-404c-95be-1852edac51c5 · outbound

This paper cites A.; Kret \' nsk \' y , J.; and Petrov, T.

Solving Robust Markov Decision Processes: Generic, Reliable, Efficient A.; Kret \' nsk \' y , J.; and Petrov, T

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:21:30.620054Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 2c3e25d9-097d-4615-920c-4341cc5ccb37 · outbound

This paper cites an unresolved cited work.

Solving Robust Markov Decision Processes: Generic, Reliable, Efficient Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:21:30.609353Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 35a3ebab-6818-49e9-b39e-c52a375105d7 · outbound

This paper cites an unresolved cited work.

Solving Robust Markov Decision Processes: Generic, Reliable, Efficient Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:21:30.597935Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 70d0c8b7-d6a0-4555-99a2-1533bc7f59c7 · outbound

This paper cites an unresolved cited work.

Solving Robust Markov Decision Processes: Generic, Reliable, Efficient Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:21:30.587180Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 39f645f1-784b-48f7-a823-8234e8177e30 · outbound

This paper cites an unresolved cited work.

Solving Robust Markov Decision Processes: Generic, Reliable, Efficient Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:21:30.575997Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 2aef803b-deac-4dc4-954f-674a1fa53716 · outbound

This paper cites Beyond discounted returns: Robust Markov decision processes with average and Blackwell optimality.

Solving Robust Markov Decision Processes: Generic, Reliable, Efficient Beyond discounted returns: Robust Markov decision processes with average and Blackwell optimality

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-11T16:21:30.094925Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea2e8f5b-b22d-4c0a-9e50-5ce034fb35ac · outbound

This paper cites an unresolved cited work.

Solving Robust Markov Decision Processes: Generic, Reliable, Efficient Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:21:30.564391Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 27a29c25-a75a-4148-b4c5-d206d341b132 · outbound

This paper cites an unresolved cited work.

Solving Robust Markov Decision Processes: Generic, Reliable, Efficient Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:21:30.553508Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 737fa128-4e4f-4478-a68e-f9dcd6e8b046 · outbound

This paper cites an unresolved cited work.

Solving Robust Markov Decision Processes: Generic, Reliable, Efficient Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:21:30.542554Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 68e0df69-33d9-4d55-bd41-f4153694e79f · outbound

This paper cites an unresolved cited work.

Solving Robust Markov Decision Processes: Generic, Reliable, Efficient Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:21:30.531273Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 73837273-6a8d-4f10-9fad-acabc7484821 · outbound

This paper cites an unresolved cited work.

Solving Robust Markov Decision Processes: Generic, Reliable, Efficient Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:21:30.521078Z

Source-reported events for the cited work

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Observation 1346711b-fbd6-46fb-87fd-d21eed053e35 · outbound

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Solving Robust Markov Decision Processes: Generic, Reliable, Efficient Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-11T16:21:30.116872Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d401b37d-9f36-412f-b01d-6704ab701436 · outbound

This paper cites P.; Petrik, M.; and Wiesemann, W.

Solving Robust Markov Decision Processes: Generic, Reliable, Efficient P.; Petrik, M.; and Wiesemann, W

Reference 31

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Source-reported events for the cited work

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Observation 0a458575-560d-48b2-a991-d353bf39c4b8 · outbound

This paper cites an unresolved cited work.

Solving Robust Markov Decision Processes: Generic, Reliable, Efficient Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:21:30.495376Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 221f4cf8-581f-44f9-8f6c-9f170a261424 · outbound

This paper cites an unresolved cited work.

Solving Robust Markov Decision Processes: Generic, Reliable, Efficient Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:21:30.485915Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 28e79b5a-2e4d-4138-bc54-c9e275183a31 · outbound

This paper cites an unresolved cited work.

Solving Robust Markov Decision Processes: Generic, Reliable, Efficient Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:21:30.475535Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 0ac4708c-92bf-4111-9582-27849e83519b · outbound

This paper cites an unresolved cited work.

Solving Robust Markov Decision Processes: Generic, Reliable, Efficient Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:21:30.465156Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 984461d2-ae30-405a-955d-8b444e56319f · outbound

This paper cites an unresolved cited work.

Solving Robust Markov Decision Processes: Generic, Reliable, Efficient Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:21:30.454980Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation a8a54ced-884b-4703-aa6d-a9a62fe20d06 · outbound

This paper cites Stopping Criteria for Value Iteration on Stochastic Games with Quantitative Objectives.

Solving Robust Markov Decision Processes: Generic, Reliable, Efficient Stopping Criteria for Value Iteration on Stochastic Games with Quantitative Objectives

Reference 37

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation ecf99a8f-2a5f-42d0-81f6-39579a23e170 · outbound

This paper cites an unresolved cited work.

Solving Robust Markov Decision Processes: Generic, Reliable, Efficient Unresolved cited work

Reference 38

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 50c72489-239f-479b-8dc7-d7ded9081995 · outbound

This paper cites B.; and Belta, C.

Solving Robust Markov Decision Processes: Generic, Reliable, Efficient B.; and Belta, C

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:21:30.433765Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 3c95a20d-2949-4665-9d15-5b61b8edcbb0 · outbound

This paper cites B.; Lahijanian, M.; and Laurenti, L.

Solving Robust Markov Decision Processes: Generic, Reliable, Efficient B.; Lahijanian, M.; and Laurenti, L

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:21:30.421750Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 73466c88-5928-4b5c-9c52-9cca9686deb7 · outbound

This paper cites an unresolved cited work.

Solving Robust Markov Decision Processes: Generic, Reliable, Efficient Unresolved cited work

Reference 41

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation dcd8cee0-3631-45cc-836b-e8e4beba112d · outbound

This paper cites an unresolved cited work.

Solving Robust Markov Decision Processes: Generic, Reliable, Efficient Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:21:30.410049Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 11afad3b-679a-4af8-ad9a-f22afa037efd · outbound

This paper cites Playing Games with your PET: Extending the Partial Exploration Tool to Stochastic Games.

Solving Robust Markov Decision Processes: Generic, Reliable, Efficient Playing Games with your PET: Extending the Partial Exploration Tool to Stochastic Games

Reference 43

Resolution: verified exact; local_arxiv, observed 2026-08-11T16:21:30.247600Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation d8989ee5-4308-4cba-b8a3-56c15eb51c2a · outbound

This paper cites an unresolved cited work.

Solving Robust Markov Decision Processes: Generic, Reliable, Efficient Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:21:30.398812Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation a5165bbc-b7f4-4c68-9c18-fda29ad7d22c · outbound

This paper cites an unresolved cited work.

Solving Robust Markov Decision Processes: Generic, Reliable, Efficient Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:21:30.389233Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation fa46bd2f-34d5-42f0-8c4c-6512a328880b · outbound

This paper cites an unresolved cited work.

Solving Robust Markov Decision Processes: Generic, Reliable, Efficient Unresolved cited work

Reference 46

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:21:30.379207Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 2e479e17-5f1f-47d1-af93-7b022691906e · outbound

This paper cites L.; and Littman, M.

Solving Robust Markov Decision Processes: Generic, Reliable, Efficient L.; and Littman, M

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:21:30.368539Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 7f319031-5f26-4a40-86ff-2d5ccf2644af · outbound

This paper cites an unresolved cited work.

Solving Robust Markov Decision Processes: Generic, Reliable, Efficient Unresolved cited work

Reference 48

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:21:30.357293Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation e0628565-0bb0-4619-b8f8-9efdc10d9b19 · outbound

This paper cites K.; Prater - Bennette, A.; and Zou, S.

Solving Robust Markov Decision Processes: Generic, Reliable, Efficient K.; Prater - Bennette, A.; and Zou, S

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:21:30.346421Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 5f8dbfda-29b7-451a-bc89-34acd363af4b · outbound

This paper cites K.; Prater - Bennette, A.; and Zou, S.

Solving Robust Markov Decision Processes: Generic, Reliable, Efficient K.; Prater - Bennette, A.; and Zou, S

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:21:30.335306Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 12f05584-72d2-4539-b547-9ac9b7b2e8f8 · outbound

This paper cites an unresolved cited work.

Solving Robust Markov Decision Processes: Generic, Reliable, Efficient Unresolved cited work

Reference 51

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:21:30.322869Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 37cfe780-33a3-416e-a0a2-fdd112655a7e · outbound

This paper cites an unresolved cited work.

Solving Robust Markov Decision Processes: Generic, Reliable, Efficient Unresolved cited work

Reference 52

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:21:30.311581Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 39fb2783-40c0-46a3-941d-1a8ccff88427 · outbound

This paper cites an unresolved cited work.

Solving Robust Markov Decision Processes: Generic, Reliable, Efficient Unresolved cited work

Reference 53

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:21:30.300670Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Pith citing papers

Observation e5c40f41-4989-40aa-b590-0aabf561ceb3 · inbound

Missingness-MDPs: Bridging the Theory of Missing Data and POMDPs cites this paper.

Missingness-MDPs: Bridging the Theory of Missing Data and POMDPs Solving Robust Markov Decision Processes: Generic, Reliable, Efficient

Reference 2

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