Paper Citation Record · LEDGER

Robust Deterministic Policies for Markov Decision Processes under Budgeted Uncertainty

As of 23 August 2026, this Paper Citation Record lists 17 of 17 outbound references and 0 inbound Pith citation observations for arXiv:2412.12879.

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

pith.paper-citation-record.v1
2412.12879 v1

Coverage vector

measured 17 of 17 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T13:48:58.069441Z

measured 17 of 17 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+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

17 of 17 outbound references displayed

verified exact0
verified fuzzy16
unresolved1
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6c3ad7b6-8cdc-4b16-82ee-15af488a4c44 · outbound

This paper cites The price of robustness.

Robust Deterministic Policies for Markov Decision Processes under Budgeted Uncertainty The price of robustness

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:48:58.365052Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 25c073f0-1ef1-4642-acdf-64a2abce94b5 · outbound

This paper cites On the complexity of timetable and mul- ticommodity ﬂow problems.

Robust Deterministic Policies for Markov Decision Processes under Budgeted Uncertainty On the complexity of timetable and mul- ticommodity ﬂow problems

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:48:58.349785Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 2074ed0c-cf06-4ac9-8de1-d099fe3a369f · outbound

This paper cites Bounded-parame ter markov decision processes.

Robust Deterministic Policies for Markov Decision Processes under Budgeted Uncertainty Bounded-parame ter markov decision processes

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:48:58.334466Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 477d5926-b699-4ecc-9c8f-4a44a2987abd · outbound

This paper cites Robust markov decision p rocesses: Beyond rectangularity.

Robust Deterministic Policies for Markov Decision Processes under Budgeted Uncertainty Robust markov decision p rocesses: Beyond rectangularity

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:48:58.319929Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 5fbf88dc-4f7f-4f36-b04e-f11bf3020864 · outbound

This paper cites Robust dynamic programming.

Robust Deterministic Policies for Markov Decision Processes under Budgeted Uncertainty Robust dynamic programming

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:48:58.304363Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation f6e41cd7-7eaf-4a9d-a939-e27c94fe8fe1 · outbound

This paper cites On the complexity of min-max optimizat ion problems and their approximation.

Robust Deterministic Policies for Markov Decision Processes under Budgeted Uncertainty On the complexity of min-max optimizat ion problems and their approximation

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:48:58.287069Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 4d69ab7a-dc98-45b4-bcb6-a0d21ac697c2 · outbound

This paper cites Bia s and variance approximation in value function estimates.

Robust Deterministic Policies for Markov Decision Processes under Budgeted Uncertainty Bia s and variance approximation in value function estimates

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:48:58.268195Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation f4a49783-36c1-4a6d-9bfa-21d74d6fe590 · outbound

This paper cites Lightning does not strike tw ice: robust MDPs with coupled uncertainty.

Robust Deterministic Policies for Markov Decision Processes under Budgeted Uncertainty Lightning does not strike tw ice: robust MDPs with coupled uncertainty

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:48:58.252177Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 92956447-0520-4f30-8968-7f2c4c2870b1 · outbound

This paper cites Robust MDPs with k-rectangular uncertainty.

Robust Deterministic Policies for Markov Decision Processes under Budgeted Uncertainty Robust MDPs with k-rectangular uncertainty

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:48:58.235997Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation e9ad95a9-c217-46a5-944c-a2d67e4d1ef1 · outbound

This paper cites Robust control of markov de cision processes with uncertain transition matrices.

Robust Deterministic Policies for Markov Decision Processes under Budgeted Uncertainty Robust control of markov de cision processes with uncertain transition matrices

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:48:58.218846Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation f8711dc3-2b2b-451b-bdc9-388367ff4ab7 · outbound

This paper cites Approximation schemes fo r a class of subset selection problems.

Robust Deterministic Policies for Markov Decision Processes under Budgeted Uncertainty Approximation schemes fo r a class of subset selection problems

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:48:58.201431Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 25fa78ec-ec88-4539-9eac-4125678eb65c · outbound

This paper cites Markov decision processes: discrete stochastic dynamic programming.

Robust Deterministic Policies for Markov Decision Processes under Budgeted Uncertainty Markov decision processes: discrete stochastic dynamic programming

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-11T13:48:58.045156Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb00208f-910b-44eb-b728-02eeed65e02a · outbound

This paper cites Markovian decision processes with uncertain transition probabilities.

Robust Deterministic Policies for Markov Decision Processes under Budgeted Uncertainty Markovian decision processes with uncertain transition probabilities

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:48:58.172072Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 3b90903a-57e4-4e79-be42-90989d9ac382 · outbound

This paper cites An approximation algorithm for the generalized assignment problem.

Robust Deterministic Policies for Markov Decision Processes under Budgeted Uncertainty An approximation algorithm for the generalized assignment problem

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:48:58.156636Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation a54842f1-089f-4b20-8178-89e7f073adb5 · outbound

This paper cites Markov decision processes with im- precise transition probabilities.

Robust Deterministic Policies for Markov Decision Processes under Budgeted Uncertainty Markov decision processes with im- precise transition probabilities

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:48:58.140521Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 4d051fb8-8342-43f5-9733-a6da4a5c2ef5 · outbound

This paper cites Robust ma rkov de- cision processes.

Robust Deterministic Policies for Markov Decision Processes under Budgeted Uncertainty Robust ma rkov de- cision processes

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:48:58.124829Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation c0ee885b-9165-4669-9dbe-b00574b2d367 · outbound

This paper cites The trouble with the second quantiﬁer.

Robust Deterministic Policies for Markov Decision Processes under Budgeted Uncertainty The trouble with the second quantiﬁer

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:48:58.108073Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Pith citing papers

No inbound Pith citation observations are available.